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미래헬스케어본부

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헬스케어데이터센터

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헬스케어데이터센터
연구자

강재헌

강재헌Jae Heon Kang

미래헬스케어본부/가정의학과

연구분야만성질환, 비만

강재헌

강재헌Jae Heon Kang

미래헬스케어본부/가정의학과

지원부처	사업명	과제명	사업기간
식약처	스마트 임상시험 신기술 개발연구 사업	신체질환 분야의 디지털치료기기 임상시험 기술 및 가이드라인 개발	2023.07 ~ 2027.12
범부처	범부처 전주기 의료기기 연구개발사업	시니어 대상 디지털 헬스 리터러시 역량 강화 및 디지털 기기 기반 건강 정보 전달체계 핵심기술 개발	2023.04 ~ 2025.12
보건복지부	2023 보건의료기술 연구개발사업	의약품 안심복용을 위한 마이데이터 기반 CDSS 개발 및 실증	2023.04 ~ 2025.12
보건복지부	2023 국민 건강 스마트 관리 연구개발사업	단양군민 대상 스마트 만성질환관리를 위한 스마트 통합케어 서비스 모델 개발 및 실증	2023.04 ~ 2024.12
보건복지부	ICT 기반 의료시스템 해외 진출 지원 사업	내시경 AI 시스템 활용 K-디지털 헬스케어 시스템 구축 및 확산(베트남)	2022.05 ~ 2024.12
보건복지부	2022 국민 건강 스마트 관리 연구개발사업	메타버스 AI 기반 아동청소년 스마트 건강관리 모델 구축 및 실증	2022.05 ~ 2024.12
보건복지부	2020 국민 건강 스마트 관리 연구개발사업	ICT를 활용한 일차의료기반 만성질환 환자 모니터링 서비스 모델 구축 및 고도화	2020.09 ~ 2022.02

Kang JH, Jeong IS, Kim MY. Antiangiogenic Herbal Composition Ob-X Reduces Abdominal Visceral Fat in Humans: A Randomized, Double-Blind, PlaceboControlled Study. Evid Based Complement Alternat Med. 2018;2018:4381205.
Park KB, Park HA, Kang JH, Kim K, Cho YG, Jang J. Animal and Plant Protein Intake and Body Mass Index and Waist Circumference in a Korean Elderly Population. Nutrients. 2018;10(5).
Park S, Pi S, Hwang J, Kang JH, Kwon JW. Effects of Initial Body Mass Index and Weight Change on All-Cause Mortality: A 10-Year Cohort Study in Korea. Asia Pac J Public Health. 2018;30(3):217-226
Seo YG, Choi MK, Kang JH, Lee HJ, Jang HB, Park SI, Ju YS, Park KH. Cardiovascular disease risk factor clustering in children and adolescents: a prospective cohort study. Arch Dis Child. 2018;103(10):968-973.
Jang HB, Kim HJ, Kang JH, Park SI, Park KH, Lee HJ. Association of circulating irisin levels with metabolic and metabolite profiles of Korean adolescents. Metabolism. 2017;73:100-108.
Kang BH, Kang JH, Park HA, Cho YG, Hur YI, Sim WY, Byeon GR, Kim K. The Mediating Role of Parental Support in the Relationship between Life Stress and Suicidal Ideation among Middle School Students. Korean J Fam Med. 2017;38(4):213-219.
Cho YG, Jung JH, Kang JH, Kwon JS, Yu SP, Baik TG. Effect of a herbal extract powder (YY-312) from Imperata cylindrica Beauvois, Citrus unshiu Markovich, and Evodia officinalis Dode on body fat mass in overweight adults: a 12-week, randomized, double-blind, placebo-controlled, parallel-group clinical trial. BMC Complement Altern Med. 2017;17(1):375.
Song HJ, Paek YJ, Choi MK, Yoo KB, Kang JH, Lee HJ. Gender Differences in the relationship between carbonated sugar-sweetened beverage intake and the likelihood of hypertension according to obesity. Int J Public Health. 2017;62(5):573-581.
Choi DH, Hur YI, Kang JH, Kim K, Cho YG, Hong SM, Cho EB. Usefulness of the Waist Circumference-to-Height Ratio in Screening for Obesity and Metabolic Syndrome among Korean Children and Adolescents: Korea National Health and Nutrition Examination Survey, 2010-2014. Nutrients. 2017;9(3).
Cho K, Moon JS, Kang JH, Jang HB, Lee HJ, Park SI, Yu KS, Cho JY. Combined untargeted and targeted metabolomic profiling reveals urinary biomarkers for discriminating obese from normal-weight adolescents. Pediatr Obes. 2017;12(2):93-101.
Lee JE, Lee DE, Kim K, Shim JE, Sung E, Kang JH, Hwang JY. Development of tailored nutrition information messages based on the transtheoretical model for smartphone application of an obesity prevention and management program for elementary-school students. Nutr Res Pract. 2017;11(3):247-256.
Yang HJ, Kang JH, Kim OH, Choi M, Oh M, Nam J, Sung E. Interventions for Preventing Childhood Obesity with Smartphones and Wearable Device: A Protocol for a Non-Randomized Controlled Trial. Int J Environ Res Public Health. 2017;14(2).
Sim WY, Cho YG, Kang JH, Park HA, Kim KW, Hur YI, Shin KE, Byeon GR. The Relationship between Smoking and Unhealthy Weight Control Behaviors among Korean Adolescents: The Tenth Korea Youth Risk Behavior Web-Based Survey, 2014. Korean J Fam Med. 2017;38(1):28-33.
Hur YI, Park H, Kang JH, Lee HA, Song HJ, Lee HJ, Kim OH. Associations between Sugar Intake from Different Food Sources and Adiposity or Cardio-Metabolic Risk in Childhood and Adolescence: The Korean Child-Adolescent Cohort Study. Nutrients. 2015;8(1).
Lee HJ, Jang HB, Kim HJ, Ahn Y, Hong KW, Cho SB, Kang JH, Park SI. The dietary monounsaturated to saturated fatty acid ratio modulates the genetic effects of GCKR on serum lipid levels in children. Clin Chim Acta. 2015;450:155-161.
장진영, 조영규, 강재헌, 박현아, 김경우, 허양임, 박기병. 가정의 사회경제적 수준에 따른 한국 청소년의 체중상태 분포: 청소년건강행태온라인조사, 2016. Korean J Health Promot 2018;18(1):23-31.
조은별, 박현아, 강재헌, 김경우, 조영규, 최동현. 한국 노인의 간식 섭취 패턴과 영양학적 의의: 2013-2014년도 국민건강영양조사를 중심으로. Korean J Health Promot 2017;17(2):80-90.
조영규, 강재헌. 저탄수화물 식사의 효과와 안전성. J Korean Med Assoc 2017;60(1):40-46.
변경란, 허양임, 강재헌, 박현아, 김경우, 조영규, 신고은, 강봉희. 성인 인플루엔자 예방접종 실태와 사회경제적 및 의료적 요인과의 관련성. Korean J Health Promot. 2016;16(1):20-31.
정지혜, 전소혜, 배현정, 조영규, 허양임, 성은주, 강재헌. 초등학교 4-6학년 학생의 비만 예방을 위한 스마트 폰 어플리케이션 개발. Korean J Obes. 2016;25(2):99-104.
정지혜, 조영규, 지다예, 강재헌. 초등학교 5, 6학년 학생의 비만 예방을 위한 스마트폰 어플리케이션의 수용성 및 실행 가능성; 질적 연구. Korean J Health Promot 2016;16(4):251-259.
김혜랑, 강재헌, 박현아, 조수현, 전소혜, 정지혜, 성은주. 아동비만 예방을 위한 스마트폰 어플리케이션 프로토타입 개발: 개발 근거 및 실행가능성 연구 설계. Korean J Health Promot. 2015; 15(4):194-201.

닫기

류승호

류승호Seungho Ryu

헬스케어데이터센터/직업환경의학과

연구분야코호트연구, 질병예방, 건강검진

류승호

류승호Seungho Ryu

헬스케어데이터센터/직업환경의학과

연구과제

지원부처	과제명	사업기간
질병관리청	갱년기 여성의 만성질환 예방관리를 위한 전향적 연구	2014~현재
연구재단	코호트의 빅데이터 및 심평원 자료 연계한 몬테루카스트의 청력 감소 개선 효과 탐색	2017.06~2018.05
연구재단	비알코올성 지방간질환에서 간섬유화 진행의 유전/환경 위험인자 규명 및 예측 모델 개발	2017~2019
산업자원통상부	선행 공통데이터모델 기반 분산형 바이오헬스 통합 데이터망 구축 기술 개발	2018~2020
연구재단	코호트의 빅데이터 및 심평원 자료를 활용한 안지오텐신 수용체 차단제의 비알코올성 간질환 예방 효과 탐색	2018~2020
산업자원통상부	인공지능 딥러닝이 적용된 CDM 및 라이프로그 신규 디지털 바이오마커의 발굴 및 서비스 산업화	2019~2022.06
(주)삼성전자	강북삼성코호트-암등록 연계자료에 기반한 암조기검진의 효과 평가 연구	2020
보건산업진흥원	헬스케어 빅데이터 쇼케이스 구축 사업 용역	2020~2022
연구재단	유방암 검진 환경에서 유방촬영 상의 이미지 패턴 학습을 통한 이미지 마커 규명 및 심혈관질환 위험도 통합 예측모델 개발	2021~2023
연구재단	대사적으로 건강한 비비만군에서 지방간질환에 따른 심혈관질환의 발생 위험: 멘델리안 무작위 분석을 통한 지방간-심혈관질환 인과성 규명	2021~2023
(주)루닛	유방암 검진 세팅에서 시간에 따른 유방촬영 이미지 변화 학습을 통한 인공지능 기반 유방암진단 및 예측 도구 개발 및 검증, 치밀유방 및 향후 유방암 발생 위험도에 따른 유방암 검진 전략 제안	2021~현재

특허

발명의 명칭	출원일	출원번호
동맥의 내막-중막 두께 측정 방법 및 장치		10-2020-0163314
유방 촬영영상을 이용한 관상동맥 석회화를 예측하기 위한방법 및 장치	2024-01-29	10-2024-0013413

Cheong HS, Chang Y, Kim Y, Kwon MJ, Cho Y, Kim B, Joo EJ, Bae YH, Kim C, Ryu S. Human papillomavirus infection and cardiovascular mortality: a cohort study. Eur Heart J. 2024 in press
Hagström H, Adams LA, Allen AM, Byrne CD, Chang Y, Duseja A, Grønbæk H, Ismail MH, Jepsen P, Kanwal F, Kramer J, Loomba R, Mark HE, Newsome PN, Rinella ME, Rowe IA, Ryu S, Sanyal A, Schattenberg JM, Serper M, Sheron N, Simon TG, Spearman CW, Tapper EB, Villota-Rivas M, Wild SH, Wong VW, Yilmaz Y, Zelber-Sagi S, Åberg F, Lazarus JV. The future of International Classification of Diseases coding in steatotic liver disease: An expert panel Delphi consensus statement. Hepatol Commun. 2024 in press
Cho Y, Chang Y, Ryu S, Wild SH, Byrne CD. Baseline and change in serum uric acid level over time and resolution of nonalcoholic fatty liver disease in young adults: The Kangbuk Samsung Health Study. Diabetes Obes Metab. 2024 in press
Kim Y, Chang Y, Ryu S, Wild SH, Byrne CD. Reply: NAFLD improves risk prediction of type 2 diabetes-With effect modification by sex and menopausal status. Hepatology. 2024;79(2):E20-E21.
Shin S, Sohn W, Chang Y, Cho Y, Kwon MJ, Wild SH, Byrne CD, Ryu S. Potential role of Fibrosis-4 score in hepatocellular carcinoma screening: The Kangbuk Samsung Health Study. Hepatol Res. 2024 in press
Ahn S, Chang Y, Kwon R, Kang J, Choi J, Lim GY, Kwon MR, Ryu S, Shin J. Mammography-Based Deep Learning Model for Coronary Artery Calcification. Eur Heart J Cardiovasc Imaging. 2024 in press
Tran TXM, Chang Y, Kim S, Ryu S., Park B. Mammographic breast density and cardiovascular disease risk in women. Atherosclerosis. 2023 Dec;387:117392.
Kim Y, Chang Y, Cho Y, Chang J, Kim K, Park DI, Park SK, Joh HK, Kim MK, Wild SH, Byrne CD, Ryu S. Serum 25-hydroxyvitamin D levels and risk of colorectal cancer: an age-stratified analysis. Gastroenterology. 2023;165(4):920-931.
Cho Y, Chang Y, Ryu S, Wild SH, Byrne CD. Eur J Epidemiol. Synergistic effect of non-alcoholic fatty liver disease and history of gestational diabetes to increase risk of type 2 diabetes. Eur J Epidemiol. 2023;38(8):901-911.
Kwon MR, Chang Y, Youn I, Kook SH, Cho Y, Park B, Ryu S. Diagnostic performance of screening mammography according to menstrual cycle among Asian women. Breast Cancer Res Treat. 2023;202(2):357-366.
Chang J, Chang Y, Cho Y, Jung HS, Park DI, Park SK, Ham SY, Wild SH, Byrne CD, Ryu S. Metabolic-associated fatty liver disease is associated with colorectal adenomas in young and older Korean adults. Liver Int. 2023;43(11):2548-2559.
Cho Y, Chang Y, Ryu S, Kim C, Wild SH, Byrne CD. History of gestational diabetes and incident nonalcoholic fatty liver disease: The Kangbuk Samsung Health Study. Am J Gastroenterol. 2023;118(11):1980-1988.
Cho Y, Chang Y, Ryu S, Wild SH, Byrne CD. Nonalcoholic fatty liver disease without overlapping metabolic-associated fatty liver disease and the risk of incident type 2 diabetes. Liver Int. 2023;43(11):2445-2454.
Lim GY, Chang Y, Kim I, Ryu S, Kwon R, Song J. Long working hours and increased risks of lean non-alcoholic fatty liver disease among Korean men and women. Sci Rep. 2023;13(1):12230.
Choi HR, Chang Y, Kim Y, Cho Y, Kwon MJ, Kang J, Kwon R, Lim GY, Kim KH, Kim H, Hong YS, Park J, Zhao D, Cho J, Guallar E, Park HY, Ryu S. Vasomotor and other menopause symptoms and the prevalence of ideal cardiovascular health metrics among premenopausal stage women. Menopause. 2023;30(7):750-757.
Kim Y, Chang Y, Ryu S, Park S, Cho Y, Sohn W, Kang J, Wild SH, Byrne CD. Nonalcoholic fatty liver disease and risk of incident young-onset hypertension: Effect modification by sex. Nutr Metab Cardiovasc Dis. 2023;33(8):1608-1616.
Kim SY, Woo SY, Raza S, Ho D, Jeon SW, Chang Y, Ryu S, Kim HL, Kim HN. Association between gut microbiota and anxiety symptoms: A large population-based study examining sex differences. J Affect Disord. 2023;333:21-29.
Um YJ, Kim Y, Chang Y, Jung HS, Cho IY, Jeon SW, Ryu S. Association of changes in sleep duration and quality with incidence of depression: A cohort study. J Affect Disord.2023;328:64-71.
Um YJ, Chang Y, Kim Y, Kwon MJ, Jung HS, Lee KB, Joo KJ, Cho IY, Wild SH, Byrne CD, Ryu S. Risk of CKD Following Detection of Microscopic Hematuria: A Retrospective Cohort Study. Am J Kidney Dis. 2023;81(4):425-433
Tran TXM, Chang Y, Kim S, Song H, Ryu S, Park B. Association of Breast Cancer Family History With Breast Density Over Time in Korean Women. JAMA Netw Open. 2023;6(3):e232420
Bea S, Oh IS, Kim JH, Sinn DH, Chang Y, Ryu S, Shin JY. High-Intensity Statin Reduces the Risk of Mortality Among Chronic Liver Disease Patients With Atherosclerotic Cardiovascular Disease: A Population-Based Cohort Study. J Am Heart Assoc. 2023;12(8):e028310
Lee JA, Chang Y, Kim Y, Park DI, Park SK, Park HY, Koh J, Lee SJ, Ryu S. Colonoscopic Screening and Risk of All-Cause and Colorectal Cancer Mortality in Young and Older Individuals. Cancer Res Treat. 2023;55(2):618-625
Song JU, Lee J, Lim SY, Gil HI, Chang Y, Ryu S. Metabolically healthy and unhealthy obesity and the development of lung dysfunction. Sci Rep. 2023;13(1):4938
Kwon MR, Chang Y, Park B, Ryu S, Kook SH. Performance analysis of screening mammography in Asian women under 40 years. Breast Cancer. 2023;30(2):241-248
Cheong HS, Chang Y, Kim Y, Joo EJ, Kwon MJ, Wild SH, Byrne CD, Ryu S. Glycaemic status, insulin resistance, and risk of infection-related mortality: a cohort stud. Eur J Endocrinol. 2023;188(2):lvad011
Kang J, Kim S, Chang Y, Kim Y, Jung HS, Ryu S. Age-stratified effects of coronary artery calcification on cardiovascular and non-cardiovascular mortality in Korean adults. Eur Heart J Cardiovasc Imaging. 2022;24(1):17-24.
Cho Y, Chang Y, Ryu S, Kim Y, Jung HS, Kang J, Choi IY, Kim CW, Oh H, Wild SH, Byrne CD. Persistence or regression of prediabetes and coronary artery calcification among adults without diabetes. Eur J Endocrinol. 2023;188(1)
Sohn W, Chang Y, Cho YK, Hong YS, Ryu S. Isolated Hepatitis B core antibody positivity and long-term liver-related mortality in Korea: A cohort study. Am J Gastroenterol. 2023;118(1):95-104.
Kim Y, Chang Y, Ryu S, Wild SH, Byrne CD. NAFLD improves risk prediction of type 2 diabetes: with effect modification by sex and menopausal status. Hepatology 2022;76(6):1755-1765
An SY, Kim Y, Kwon R, Lim GY, Choi HR, Namgoung S, Jeon SW, Chang Y, Ryu S. Depressive symptoms and suicidality by menopausal stages among middle-aged Korean women. Epidemiol Psychiatr Sci. 2022;31:e60.
Choi HR, Chang Y, Kim Y, Cho Y, Kang J, Kwon MJ, Kwon R, Lim GY, Kim KH, Kim H, Hong YS, Park J, Zhao D, Cho J, Guallar E, Park HY, Ryu S. Ideal Cardiovascular Health Metrics and Risk of Incident Early-Onset Vasomotor Symptoms Among Premenopausal Women. J Clin Endocrinol Metab. 2022;107(9):2666-2673.
Namgoung S, Chang Y, Woo CY, Kim Y, Kang J, Kwon R, Lim GY, Choi HR, Kim KH, Kim H, Hong YS, Zhao D, Cho J, Guallar E, Park HY, Ryu S. Metabolically healthy and unhealthy obesity and risk of vasomotor symptoms in premenopausal women: cross-sectional and cohort studies. BJOG. 2022;129(11):1926-1934.
Cho Y, Chang Y, Ryu S, Jung HS, Kim CW, Oh H, Kim MK, Sohn W, Shin H, Wild SH, Byrne CD. Skeletal muscle mass to visceral fat area ratio as a predictor of NAFLD in lean and overweight men and women with effect modification by sex. Hepatol Commun. 2022;6(9):2238-2252.
Choi HR, Chang Y, Kim Y, Kang J, Kwon MJ, Kwon R, Lim GY, Kim KH, Kim H, Hong YS, Zhao D, Cho J, Guallar E, Park HY, Ryu S. High low-density lipoprotein cholesterol level is associated with an increased risk of incident early-onset vasomotor symptoms. Sci Rep. 2022;12(1):14652.
Choi IY, Chang Y, Cho Y, Kang J, Jung HS, Wild SH, Byrne CD, Ryu S. Prediabetes diagnosis is associated with the progression of coronary artery calcification: The Kangbuk Samsung Health Study. Diabetes Obes Metab. 2022;24(11):2118-2126.
Kim Y, Chang Y, Cho IY, Kwon R, Lim GY, Jee JH, Ryu S, Kang M. The Prevalence of Thyroid Dysfunction in Korean Women Undergoing Routine Health Screening: A Cross-Sectional Study. Thyroid. 2022;32(7):819-827.
Cho Y, Chang Y, Choi HR, Kang J, Kwon R, Lim GY, Ahn J, Kim KH, Kim H, Hong YS, Zhao D, Rampal S, Cho J, Park HY, Guallar E, Ryu S. Nonalcoholic Fatty Liver Disease and Risk of Early-Onset Vasomotor Symptoms in Lean and Overweight Premenopausal Women. Nutrients. 2022;14(14):2805.
NamGoung S, Chang Y, Kim Y, Kim H, Cho IY, Kwon R, Lim GY, Choi HR, Kang J, Kim KH, Hong YS, Zhao D, Park HY, Cho J, Guallar E, Kwon MJ, Ryu S. Low anti-Müllerian hormone levels are associated with an increased risk of incident early-onset vasomotor symptoms among premenopausal women. Sci Rep. 2022;12(1):11904.
Hwang J, Ryu S, Ahn JK. Higher Levels of Serum Uric Acid Have a Significant Association with Lower Incidence of Lower Urinary Tract Symptoms in Healthy Korean Men. Metabolites. 2022;12(7):649.
Kim Y, Chang Y, Ryu S, Cho IY, Kwon MJ, Sohn W, Kim MK, Wild SH, Byrne CD. Resolution of, and Risk of Incident Non-alcoholic Fatty Liver Disease With Changes in Serum 25-hydroxy Vitamin D Status. J Clin Endocrinol Metab. 2022;107(8):e3437-e3447.
Kwon R, Chang Y, Kim Y, Cho Y, Choi HR, Lim GY, Kang J, Kim KH, Kim H, Hong YS, Park J, Zhao D, Rampal S, Cho J, Guallar E, Park HY, Ryu S. Alcohol Consumption Patterns and Risk of Early-Onset Vasomotor Symptoms in Premenopausal Women. Nutrients. 2022;14(11):2276.
Han SY, Chang Y, Shin H, Choi CY, Ryu S. Visual acuity and risk of overall, injury-related, and cardiovascular mortality: the Kangbuk Samsung Health Study. Eur J Prev Cardiol. 2022 May 6;29(6):904-912.
Cho IY, Chang Y, Kang JH, Kim Y, Sung E, Shin H, Wild SH, Byrne CD, Ryu S. Long or Irregular Menstrual Cycles and Risk of Prevalent and Incident Nonalcoholic Fatty Liver Disease. J Clin Endocrinol Metab. 2022 May 17;107(6):e2309-e2317.
Hong YS, Jung KU, Rampal S, Zhao D, Guallar E, Ryu S, Chang Y, Kim HO, Kim H, Chun HK, Sohn CI, Shin H, Cho J. Risk factors for hemorrhoidal disease among healthy young and middle-aged Korean adults. Sci Rep. 2022 Jan 7;12(1):129.
Kang J, Chang Y, Kim Y, Shin H, Ryu S. Ten-Second Heart Rate Variability, Its Changes Over Time, and the Development of Hypertension. Hypertension 2022;79(6):1308-1318.
Sohn W, Kwon HJ, Chang Y, Ryu S, Cho YK. Liver Fibrosis in Asians With Metabolic Dysfunction-Associated Fatty Liver Disease. Clin Gastroenterol Hepatol. 2022 May;20(5):e1135-e1148.
Lee J, Chang Y, Kim Y, Park B, Ryu S. Insulin resistance and the development of breast cancer in premenopausal women: the Kangbuk Samsung Health Study. Breast Cancer Res Treat. 2022;192(2):401-409.
Kim HN, Kim JH, Chang Y, Yang D, Joo KJ, Cho YS, Park HJ, Kim HL, Ryu S. Gut microbiota and the prevalence and incidence of renal stones. Sci Rep. 2022 Mar 8;12(1):3732.
Cho IY, Chang Y, Sung E, Kim Y, Kang JH, Shin H, Wild SH, Byrne CD, Ryu S. Fasting ketonuria is inversely associated with coronary artery calcification in non-diabetic individuals. Atherosclerosis. 2022;348:1-7.
Han SY, Chang Y, Kim Y, Choi CY, Ryu S. A Dose-Response Relationship of Alcohol Consumption with Risk of Visual Impairment in Korean Adults: The Kangbuk Samsung Health Study. Nutrients. 2022;14(4):791.
Cho IY, Chang Y, Sung E, Kang JH, Shin H, Wild SH, Byrne CD, Ryu S. Weight Change and the Development of Nonalcoholic Fatty Liver Disease in Metabolically Healthy Overweight Individuals. Clin Gastroenterol Hepatol. 2022;20(3):e583-e599.
Kim Y, Chang Y, Ryu S, Cho IY, Kwon MJ, Wild SH, Byrne CD. Serum 25-hydroxy vitamin D and the risk of low muscle mass in young and middle-aged Korean adults. Eur J Endocrinol. 2022;186(4):477-487.
Sohn W, Chang Y, Cho YK, Hong YS, Shin H, Ryu S. Liver fibrosis scores and risk of liver-related mortality in young adults with chronic hepatitis B: A cohort study. J Viral Hepat. 2022 Jan;29(1):69-77.
Choi IY, Chang Y, Kang G, Jung HS, Shin H, Wild SH, Byrne CD, Ryu S. Low heart rate variability from 10-s electrocardiograms is associated with development of non-alcoholic fatty liver disease. Sci Rep. 2022 20;12(1):1062.
Um YJ, Chang Y, Jung HS, Cho IY, Shin JH, Shin H, Wild SH, Byrne CD, Ryu S. Decrease in Sleep Duration and Poor Sleep Quality over Time Is Associated with an Increased Risk of Incident Non-Alcoholic Fatty Liver Disease. J Pers Med. 2022;12(1):92.
Cheong HS, Chang Y, Joo EJ, Ryu S. Cigarette Smoking and Risk of Infection-Related Mortality: A Cohort Study. Nicotine Tob Res. 2022 1;24(2):204-211.
COVID-19 Host Genetics Initiative. Mapping the human genetic architecture of COVID-19. Nature. 2021;600(7889):472-477.
Graham SE, et al. The power of genetic diversity in genome-wide association studies of lipids. Nature. 2021;600(7890):675-679.
Kang D, Kim JY, Kim JY, Mun HS, Yoon SJ, Lee J, Han G, Im YH, Shin SY, Lee SK, Yu JH, Lee KH, Kim M, Park D, Choi YH, Jeong OS, Lee JH, Jekal SY, Choi JS, Guallar E, Chang Y, Ryu S, Cho J, Kang M. The Relationship Between Breast Density Change During Menopause and the Risk of Breast Cancer in Korean Women. Cancer Prev Res (Phila). 2021;14(12):1119-1128.
Cho Y, Chang Y, Jung HS, Kim CW, Oh H, Kim EY, Shin H, Wild SH, Byrne CD, Ryu S. Fatty liver disease and changes in dense breasts in pre- and postmenopausal women: the Kangbuk Samsung Health Study. Breast Cancer Res Treat. 2021 Nov;190(2):343-353.
Kim HN, Kim JH, Chang Y, Yang D, Kim HL, Ryu S. Gut Microbiota Composition across Normal Range Prostate-Specific Antigen Levels. J Pers Med. 2021;11(12):1381.
Park E, Yun KE, Kim MH, Kim J, Chang Y, Ryu S, Kim HL, Kim HN, Jung SC. Correlation between Gut Microbiota and Six Facets of Neuroticism in Korean Adults. J Pers Med. 2021 Nov 24;11(12):1246.
Sung KC, Hong YS, Lee JY, Lee SJ, Chang Y, Ryu S, Zhao D, Cho J, Guallar E, Lima JAC. Physical activity and the progression of coronary artery calcification. Heart. 2021 Nov;107(21):1710-1716.
Sohn W, Kwon HJ, Chang Y, Ryu S, Cho YK. Liver Fibrosis in Asians With Metabolic Dysfunction-Associated Fatty Liver Disease. Clin Gastroenterol Hepatol. 2021 Jul 3:S1542-3565(21)00706-0.
Hong YS, Park HY, Chang Y, Jang EH, Zhao D, Kim S, Guallar E, Kim H, Cho J, Ryu S. Stages of menopause and abnormal lung function: a cross-sectional study of middle-aged women Menopause. 2021;28(7):811-818.
Um YJ, Chang Y, Jung HS, Cho IY, Shin JH, Shin H, Wild SH, Byrne CD, Ryu S. Sleep Duration, Sleep Quality, and the Development of Nonalcoholic Fatty Liver Disease: A Cohort Study. Clin Transl Gastroenterol. 2021;12(10):e00417.
Kim Y, Chang Y, Kwon MJ, Hong YS, Kim MK, Sohn W, Cho YK, Shin H, Wild SH, Byrne CD, Ryu S. Fasting Ketonuria and the Risk of Incident Nonalcoholic Fatty Liver Disease With and Without Liver Fibrosis in Nondiabetic Adults. Am J Gastroenterol. 2021;116(11):2270-2278.
Kim CW, Hong S, Chang Y, Lee JA, Shin H, Ryu S. Discordance Between Apolipoprotein B and Low-Density Lipoprotein Cholesterol and Progression of Coronary Artery Calcification in Middle Age. Circ J. 2021;85(6):900-907.
Park HY, Chang Y, Kang D, Hong YS, Zhao D, Ahn J, Shin SH, Singh D, Guallar E, Cho J, Ryu S. Blood eosinophil counts and the development of obstructive lung disease: the Kangbuk Samsung Health Study Eur Respir J. 2021;58:2003823
Lee W, Chang Y, Shin H, Ryu S. Self-reported and cotinine-verified smoking and increased risk of incident hearing loss. Sci Rep. 2021 14;11(1):8103
Cho IY, Chang Y, Sung E, Kang JH, Wild SH, Byrne CD, Shin H, Ryu S. Depression and increased risk of non-alcoholic fatty liver disease in individuals with obesity. Epidemiol Psychiatr Sci. 2021;30:e23.
Ko H, Chang Y, Kim HN, Kang JH, Shin H, Sung E, Ryu S. Low-level alcohol consumption and cancer mortality. Sci Rep. 2021;11(1):4585.
Han SY, Chang Y, Shin H, Choi CY, Ryu S. Smoking, urinary cotinine levels and incidence of visual impairment. Sci Rep. 2021;11(1):398.
Cho IY, Chang Y, Sung E, Sohn W, Kang JH, Shin H, Ryu S. Depressive symptoms and risk of liver-related mortality in individuals with hepatitis B virus infection: a cohort study. Sci Rep. 2020;10(1):20812.
Zhang Z, Kang J, Hong YS, Chang Y, Ryu S, Park J, Cho J, Guallar E, Shin HC, Zhao D. Long-Term Particulate Matter Exposure and Incidence of Arrhythmias: A Cohort Study.
Kim NH, Chang Y, Lee SR, Ryu S, Kim HJ. Glycemic Status, Insulin Resistance, and Risk of Pancreatic Cancer Mortality in Individuals With and Without Diabetes. Am J Gastroenterol. 2020;115(11):1840-1848..
Sinn DH, Kang D, Guallar E, Chang Y, Ryu S, Zhao D, Hong YS, Cho J, Gwak GY. Alcohol Intake and Mortality in Patients With Chronic Viral Hepatitis: A Nationwide Cohort Study. Am J Gastroenterol. 2020;116(2):329-335.
Kim EY, Chang Y, Ahn J, Yun JS, Park YL, Park CH, Shin H, Ryu S. Mammographic breast density, its changes, and breast cancer risk in premenopausal and postmenopausal women. Cancer. 2020;126(21):4687-4696.
Kim K, Chang Y, Ahn J, Yang HJ, Ryu S. Low Levels of Alcohol Consumption and Risk of Intestinal Metaplasia: A Cohort Study. Cancer Epidemiol Biomarkers Prev. 2020;29(12):2633-2641.
Kim S, Chang Y, Jung HS, Hyun YY, Lee KB, Joo KJ, Park HJ, Cho YS, Ko H, Sung E, Shin H, Ryu S. Glycemic Status, Insulin Resistance, and the Risk of Nephrolithiasis: A Cohort Study. Am J Kidney Dis. 2020;76(5):658-668.
Kim DK, Park YS, Cha KJ, Jang D, Ryu S, Kim KR, Kim SH, Yoon HJ, Cho SH. Cluster Analysis of Inhalant Allergens in South Korea: A Computational Model of Allergic Sensitization. Clin Exp Otorhinolaryngol. 2021;14(1):93-99.
Park YS, Chang Y, Lee YT, Shin H, Ryu S, Yoon KJ. The prospective relationship between low muscle mass and thyroid hormones among 198 069 euthyroid men and women; comparing different definitions of low muscle mass. Int J Clin Pract. 2020;75(3):e13710.
Jeon SW, Chang Y, Lim SW, Cho J, Kim HN, Kim KB, Kim J, Kim YH, Shin DW, Oh KS, Shin YC, Ryu S. Bidirectional association between blood pressure and depressive symptoms in young and middle-age adults: A cohort study. Epidemiol Psychiatr Sci. 2020;29:e142.
Sohn W, Chang Y, Cho YK, Kim Y, Shin H, Ryu S. Abnormal and Euthyroid Ranges of Thyroid Hormones in Serum and Liver Cancer Mortality: A Cohort Study. Cancer Epidemiol Biomarkers Prev. 2020;29(10):2002-2009.
Kim EY, Chang Y, Ahn J, Yun JS, Park YL, Park CH, Shin H, Ryu S. Menopausal Transition, Body Mass Index, and Prevalence of Mammographic Dense Breasts in Middle-Aged Women. J Clin Med. 2020;9(8):2434.
Cho SK, Kim B, Myung W, Chang Y, Ryu S, Kim HN, Kim HL, Kuo PH, Winkler CA, Won HH. Polygenic analysis of the effect of common and low-frequency genetic variants on serum uric acid levels in Korean individuals. Sci Rep. 2020;10(1):9179.
Kim DK, Noh JW, Chang Y, Lee HY, Park JJ, Ryu S, Kim JH. Association between prostate-specific antigen and serum testosterone: A systematic review and meta-analysis. Andrology. 2020;8(5):1194-1213.
Chang Y, Noh JW, Cheon JY, Kim Y, Kwon YD, Ryu S. Self-rated health and risk of incident non-alcoholic fatty liver disease: A cohort study. Sci Rep. 2020;10(1):3826.
Lee DY, Lee MY, Cho JH, Kwon H, Rhee EJ, Park CY, Oh KW, Lee WY, Park SW, Ryu S, Park SE. Decreased Vagal Activity and Deviation in Sympathetic Activity Precedes Development of Diabetes. Diabetes Care. 2020;43(6):1336-1343.
Heo CM, Kim TJ, Lee H, Pyo JH, Min YW, Min BH, Lee JH, Son HJ, Baek SY, Kim K, Ryu S, Rhee PL, Kim JJ. Impact of Sarcopenia on the Risk of Erosive Esophagitis. Korean J Gastroenterol. 2020;75(3):132-140.
Yun KE, Kim J, Kim MH, Park E, Kim HL, Chang Y, Ryu S, Kim HN. Major Lipids, Apolipoproteins, and Alterations of Gut Microbiota. J Clin Med. 2020;9(5):1589.
Lim JH, Kang D, Hong YS, Kim H, Ryu S, Chang Y, Park HY, Cho J. Association between reproductive lifespan and lung function among postmenopausal women. J Thorac Dis. 2020;12(8):4243-4252.
Jung CH, Rhee EJ, Kwon H, Chang Y, Ryu S, Lee WY. Visceral-to-Subcutaneous Abdominal Fat Ratio Is Associated with Nonalcoholic Fatty Liver Disease and Liver Fibrosis. Endocrinol Metab (Seoul). 2020;35(1):165-176.
Kang D, Zhao D, Ryu S, Guallar E, Cho J, Lazo M, Shin H, Chang Y, Sung E. Perceived stress and non-alcoholic fatty liver disease in apparently healthy men and women. Sci Rep. 2020;10(1):38.
Sinn DH, Kang D, Cho SJ, Chang Y, Ryu S, Song YB, Paik SW, Hong YS, Zhao D, Guallar E, Cho J, Gwak GY. Weight Change and Development of Subclinical Carotid Atherosclerosis Among Metabolically Healthy Adults: A Cohort Study. J Clin Endocrinol Metab. 2020;105(3)
Lee W, Chang Y, Shin H, Ryu S. Hearing Loss and Risk of Overall, Injury-Related, and Cardiovascular Mortality: The Kangbuk Samsung Health Study. J Clin Med. 2020;9(5):1415.
Chang Y, Cho J, Cho YK, Cho A, Hong YS, Zhao D, Ahn J, Sohn CI, Shin H, Guallar E, Ryu S. Alcoholic and Nonalcoholic Fatty Liver Disease and Incident Hospitalization for Liver and Cardiovascular Diseases. Clin Gastroenterol Hepatol. 2020;18(1):205-215.e7.
Yang HJ, Kang D, Chang Y, Ahn J, Ryu S, Cho J, Guallar E, Sohn CI. Diabetes mellitus is associated with an increased risk of gastric cancer: a cohort study. Gastric Cancer. 2020;23(3):382-390.
Kim EY, Chang Y, Lee KH, Yun JS, Park YL, Park CH, Ahn J, Shin H, Ryu S. Serum concentration of thyroid hormones in abnormal and euthyroid ranges and breast cancer risk: A cohort study. Int J Cancer. 2019;145(12):3257-3266.
Sung KC, Huh JH, Ryu S, Lee JY, Scorletti E, Byrne CD, Kim JY, Hyun DS, Ko SB. Low Levels of Low-Density Lipoprotein Cholesterol and Mortality Outcomes in Non-Statin Users. J Clin Med. 2019;8(10):1571.
Cho SH, Jeon JY, Jang KS, Kim SY, Kim KR, Ryu S, Gender-specific cephalometric features related to obesity in sleep apnea patients: trilogy of soft palate-mandible-hyoid bone. Hwang KG. Maxillofac Plast Reconstr Surg. 2019;41(1):58.
Park DY, Kim YS, Ryu SH, Jin YS. The association between sedentary behavior, physical activity and hyperuricemia. Vasc Health Risk Manag. 2019;15:291-299.
Min YW, Lee YC, Kim K, Ryu S, Hong KS, Jeon HH, Kim YS, Park JH, Son HJ, Rhee PL. Proton pump inhibitor use is associated with hip fracture development: a nationwide population-based cohort study. Korean J Intern Med. 2020;35(5):1084-1093.
Sinn DH, Kang D, Chang Y, Ryu S, Cho SJ, Paik SW, Song YB, Pastor-Barriuso R, Guallar E, Cho J, Gwak GY. Non-alcoholic fatty liver disease and the incidence of myocardial infarction: A cohort study. J Gastroenterol Hepatol. 2020 ;35(5):833-839.
Kang J, Chang Y, Ahn J, Oh S, Koo DH, Lee YG, Shin H, Ryu S. Neutrophil-to-lymphocyte ratio and risk of lung cancer mortality in a low-risk population: A cohort study. Int J Cancer. 2019;145(12):3267-3275.
Lee K, Lim S, Park H, Woo HY, Chang Y, Sung E, Jung HS, Yun KE, Kim CW, Ryu S, Kwon MJ. Subclinical thyroid dysfunction, bone mineral density, and osteoporosis in a middle-aged Korean population. Osteoporos Int. 2020;31(3):547-555.
Sung J, Ryu S, Song YM, Cheong HK. Relationship Between Non-alcoholic Fatty Liver Disease and Decreased Bone Mineral Density: A Retrospective Cohort Study in Korea. J Prev Med Public Health. 2020;53(5):342-352
Chang Y, Ryu S, Kim Y, Cho YK, Sung E, Kim HN, Ahn J, Jung HS, Yun KE, Kim S, Sung KC, Sohn CI, Shin H, Wild SH, Byrne CD. Low levels of alcohol consumption, obesity and development of fatty liver with and without evidence of advanced fibrosis. Hepatology. 2020;71(3):861-873.

닫기

장유수

장유수Yoo Soo Chang

코호트연구소/직업환경의학과

연구분야코호트연구, 질병예방, 건강검진

장유수

장유수Yoo Soo Chang

코호트연구소/직업환경의학과

연구과제

지원부처	과제명	사업기간
질병관리청	갱년기 여성의 만성질환 예방관리를 위한 전향적 연구	2014~현재
연구재단	비알코올성 지방간질환에서 간섬유화 진행의 유전/환경 위험인자 규명 및 예측 모델 개발	2017~2019
산업자원통상부	선행 공통데이터모델 기반 분산형 바이오헬스 통합 데이터망 구축 기술 개발	2018~2020
산업자원통상부	인공지능 딥러닝이 적용된 CDM 및 라이프로그 신규 디지털 바이오마커의 발굴 및 서비스 산업화	2019~2022.06
보건산업진흥원	헬스케어 빅데이터 쇼케이스 구축 사업 용역	2020~2022
연구재단	대사적으로 건강한 비비만군에서 지방간질환에 따른 심혈관질환의 발생 위험: 멘델리안 무작위 분석을 통한 지방간-심혈관질환 인과성 규명	2021~2023
(주)루닛	유방암 검진 세팅에서 시간에 따른 유방촬영 이미지 변화 학습을 통한 인공지능 기반 유방암진단 및 예측 도구 개발 및 검증, 치밀유방 및 향후 유방암 발생 위험도에 따른 유방암 검진 전략 제안	2021~현재
연구재단	알콜성 및 비알콜성 지방간질환이 뇌용적 감소 가속화 및 인지장애에 미치는 영향 평가 및 위험도 분류	2024~2027

특허

발명의 명칭	출원일	출원번호
동맥의 내막-중막 두께 측정 방법 및 장치		10-2020-0163314
유방 촬영영상을 이용한 관상동맥 석회화를 예측하기 위한방법 및 장치	2024-01-29	10-2024-0013413

Cheong HS, Chang Y, Kim Y, Kwon MJ, Cho Y, Kim B, Joo EJ, Bae YH, Kim C, Ryu S. Human papillomavirus infection and cardiovascular mortality: a cohort study. Eur Heart J. 2024 in press
Hagström H, Adams LA, Allen AM, Byrne CD, Chang Y, Duseja A, Grønbæk H, Ismail MH, Jepsen P, Kanwal F, Kramer J, Loomba R, Mark HE, Newsome PN, Rinella ME, Rowe IA, Ryu S, Sanyal A, Schattenberg JM, Serper M, Sheron N, Simon TG, Spearman CW, Tapper EB, Villota-Rivas M, Wild SH, Wong VW, Yilmaz Y, Zelber-Sagi S, Åberg F, Lazarus JV. The future of International Classification of Diseases coding in steatotic liver disease: An expert panel Delphi consensus statement. Hepatol Commun. 2024 in press
Cho Y, Chang Y, Ryu S, Wild SH, Byrne CD. Baseline and change in serum uric acid level over time and resolution of nonalcoholic fatty liver disease in young adults: The Kangbuk Samsung Health Study. Diabetes Obes Metab. 2024 in press
Kim Y, Chang Y, Ryu S, Wild SH, Byrne CD. Reply: NAFLD improves risk prediction of type 2 diabetes-With effect modification by sex and menopausal status. Hepatology. 2024;79(2):E20-E21.
Shin S, Sohn W, Chang Y, Cho Y, Kwon MJ, Wild SH, Byrne CD, Ryu S. Potential role of Fibrosis-4 score in hepatocellular carcinoma screening: The Kangbuk Samsung Health Study. Hepatol Res. 2024 in press
Ahn S, Chang Y, Kwon R, Kang J, Choi J, Lim GY, Kwon MR, Ryu S, Shin J. Mammography-Based Deep Learning Model for Coronary Artery Calcification. Eur Heart J Cardiovasc Imaging. 2024 in press
Tran TXM, Chang Y, Kim S, Ryu S., Park B. Mammographic breast density and cardiovascular disease risk in women. Atherosclerosis. 2023 Dec;387:117392.
Kim Y, Chang Y, Cho Y, Chang J, Kim K, Park DI, Park SK, Joh HK, Kim MK, Wild SH, Byrne CD, Ryu S. Serum 25-hydroxyvitamin D levels and risk of colorectal cancer: an age-stratified analysis. Gastroenterology. 2023;165(4):920-931.
Cho Y, Chang Y, Ryu S, Wild SH, Byrne CD. Eur J Epidemiol. Synergistic effect of non-alcoholic fatty liver disease and history of gestational diabetes to increase risk of type 2 diabetes. Eur J Epidemiol. 2023;38(8):901-911.
Kwon MR, Chang Y, Youn I, Kook SH, Cho Y, Park B, Ryu S. Diagnostic performance of screening mammography according to menstrual cycle among Asian women. Breast Cancer Res Treat. 2023;202(2):357-366.
Chang J, Chang Y, Cho Y, Jung HS, Park DI, Park SK, Ham SY, Wild SH, Byrne CD, Ryu S. Metabolic-associated fatty liver disease is associated with colorectal adenomas in young and older Korean adults. Liver Int. 2023;43(11):2548-2559.
Cho Y, Chang Y, Ryu S, Kim C, Wild SH, Byrne CD. History of gestational diabetes and incident nonalcoholic fatty liver disease: The Kangbuk Samsung Health Study. Am J Gastroenterol. 2023;118(11):1980-1988.
Cho Y, Chang Y, Ryu S, Wild SH, Byrne CD. Nonalcoholic fatty liver disease without overlapping metabolic-associated fatty liver disease and the risk of incident type 2 diabetes. Liver Int. 2023;43(11):2445-2454.
Lim GY, Chang Y, Kim I, Ryu S, Kwon R, Song J. Long working hours and increased risks of lean non-alcoholic fatty liver disease among Korean men and women. Sci Rep. 2023;13(1):12230.
Choi HR, Chang Y, Kim Y, Cho Y, Kwon MJ, Kang J, Kwon R, Lim GY, Kim KH, Kim H, Hong YS, Park J, Zhao D, Cho J, Guallar E, Park HY, Ryu S. Vasomotor and other menopause symptoms and the prevalence of ideal cardiovascular health metrics among premenopausal stage women. Menopause. 2023;30(7):750-757.
Kim Y, Chang Y, Ryu S, Park S, Cho Y, Sohn W, Kang J, Wild SH, Byrne CD. Nonalcoholic fatty liver disease and risk of incident young-onset hypertension: Effect modification by sex. Nutr Metab Cardiovasc Dis. 2023;33(8):1608-1616.
Kim SY, Woo SY, Raza S, Ho D, Jeon SW, Chang Y, Ryu S, Kim HL, Kim HN. Association between gut microbiota and anxiety symptoms: A large population-based study examining sex differences. J Affect Disord. 2023;333:21-29.
Um YJ, Kim Y, Chang Y, Jung HS, Cho IY, Jeon SW, Ryu S. Association of changes in sleep duration and quality with incidence of depression: A cohort study. J Affect Disord.2023;328:64-71.
Um YJ, Chang Y, Kim Y, Kwon MJ, Jung HS, Lee KB, Joo KJ, Cho IY, Wild SH, Byrne CD, Ryu S. Risk of CKD Following Detection of Microscopic Hematuria: A Retrospective Cohort Study. Am J Kidney Dis. 2023;81(4):425-433
Tran TXM, Chang Y, Kim S, Song H, Ryu S, Park B. Association of Breast Cancer Family History With Breast Density Over Time in Korean Women. JAMA Netw Open. 2023;6(3):e232420
Bea S, Oh IS, Kim JH, Sinn DH, Chang Y, Ryu S, Shin JY. High-Intensity Statin Reduces the Risk of Mortality Among Chronic Liver Disease Patients With Atherosclerotic Cardiovascular Disease: A Population-Based Cohort Study. J Am Heart Assoc. 2023;12(8):e028310
Lee JA, Chang Y, Kim Y, Park DI, Park SK, Park HY, Koh J, Lee SJ, Ryu S. Colonoscopic Screening and Risk of All-Cause and Colorectal Cancer Mortality in Young and Older Individuals. Cancer Res Treat. 2023;55(2):618-625
Song JU, Lee J, Lim SY, Gil HI, Chang Y, Ryu S. Metabolically healthy and unhealthy obesity and the development of lung dysfunction. Sci Rep. 2023;13(1):4938
Kwon MR, Chang Y, Park B, Ryu S, Kook SH. Performance analysis of screening mammography in Asian women under 40 years. Breast Cancer. 2023;30(2):241-248
Cheong HS, Chang Y, Kim Y, Joo EJ, Kwon MJ, Wild SH, Byrne CD, Ryu S. Glycaemic status, insulin resistance, and risk of infection-related mortality: a cohort stud. Eur J Endocrinol. 2023;188(2):lvad011
Kang J, Kim S, Chang Y, Kim Y, Jung HS, Ryu S. Age-stratified effects of coronary artery calcification on cardiovascular and non-cardiovascular mortality in Korean adults. Eur Heart J Cardiovasc Imaging. 2022;24(1):17-24.
Cho Y, Chang Y, Ryu S, Kim Y, Jung HS, Kang J, Choi IY, Kim CW, Oh H, Wild SH, Byrne CD. Persistence or regression of prediabetes and coronary artery calcification among adults without diabetes. Eur J Endocrinol. 2023;188(1)
Sohn W, Chang Y, Cho YK, Hong YS, Ryu S. Isolated Hepatitis B core antibody positivity and long-term liver-related mortality in Korea: A cohort study. Am J Gastroenterol. 2023;118(1):95-104.
Kim Y, Chang Y, Ryu S, Wild SH, Byrne CD. NAFLD improves risk prediction of type 2 diabetes: with effect modification by sex and menopausal status. Hepatology 2022;76(6):1755-1765
An SY, Kim Y, Kwon R, Lim GY, Choi HR, Namgoung S, Jeon SW, Chang Y, Ryu S. Depressive symptoms and suicidality by menopausal stages among middle-aged Korean women. Epidemiol Psychiatr Sci. 2022;31:e60.
Choi HR, Chang Y, Kim Y, Cho Y, Kang J, Kwon MJ, Kwon R, Lim GY, Kim KH, Kim H, Hong YS, Park J, Zhao D, Cho J, Guallar E, Park HY, Ryu S. Ideal Cardiovascular Health Metrics and Risk of Incident Early-Onset Vasomotor Symptoms Among Premenopausal Women. J Clin Endocrinol Metab. 2022;107(9):2666-2673.
Namgoung S, Chang Y, Woo CY, Kim Y, Kang J, Kwon R, Lim GY, Choi HR, Kim KH, Kim H, Hong YS, Zhao D, Cho J, Guallar E, Park HY, Ryu S. Metabolically healthy and unhealthy obesity and risk of vasomotor symptoms in premenopausal women: cross-sectional and cohort studies. BJOG. 2022;129(11):1926-1934.
Cho Y, Chang Y, Ryu S, Jung HS, Kim CW, Oh H, Kim MK, Sohn W, Shin H, Wild SH, Byrne CD. Skeletal muscle mass to visceral fat area ratio as a predictor of NAFLD in lean and overweight men and women with effect modification by sex. Hepatol Commun. 2022;6(9):2238-2252.
Choi HR, Chang Y, Kim Y, Kang J, Kwon MJ, Kwon R, Lim GY, Kim KH, Kim H, Hong YS, Zhao D, Cho J, Guallar E, Park HY, Ryu S. High low-density lipoprotein cholesterol level is associated with an increased risk of incident early-onset vasomotor symptoms. Sci Rep. 2022;12(1):14652.
Choi IY, Chang Y, Cho Y, Kang J, Jung HS, Wild SH, Byrne CD, Ryu S. Prediabetes diagnosis is associated with the progression of coronary artery calcification: The Kangbuk Samsung Health Study. Diabetes Obes Metab. 2022;24(11):2118-2126.
Kim Y, Chang Y, Cho IY, Kwon R, Lim GY, Jee JH, Ryu S, Kang M. The Prevalence of Thyroid Dysfunction in Korean Women Undergoing Routine Health Screening: A Cross-Sectional Study. Thyroid. 2022;32(7):819-827.
Cho Y, Chang Y, Choi HR, Kang J, Kwon R, Lim GY, Ahn J, Kim KH, Kim H, Hong YS, Zhao D, Rampal S, Cho J, Park HY, Guallar E, Ryu S. Nonalcoholic Fatty Liver Disease and Risk of Early-Onset Vasomotor Symptoms in Lean and Overweight Premenopausal Women. Nutrients. 2022;14(14):2805.
NamGoung S, Chang Y, Kim Y, Kim H, Cho IY, Kwon R, Lim GY, Choi HR, Kang J, Kim KH, Hong YS, Zhao D, Park HY, Cho J, Guallar E, Kwon MJ, Ryu S. Low anti-Müllerian hormone levels are associated with an increased risk of incident early-onset vasomotor symptoms among premenopausal women. Sci Rep. 2022;12(1):11904.
Hwang J, Ryu S, Ahn JK. Higher Levels of Serum Uric Acid Have a Significant Association with Lower Incidence of Lower Urinary Tract Symptoms in Healthy Korean Men. Metabolites. 2022;12(7):649.
Kim Y, Chang Y, Ryu S, Cho IY, Kwon MJ, Sohn W, Kim MK, Wild SH, Byrne CD. Resolution of, and Risk of Incident Non-alcoholic Fatty Liver Disease With Changes in Serum 25-hydroxy Vitamin D Status. J Clin Endocrinol Metab. 2022;107(8):e3437-e3447.
Kwon R, Chang Y, Kim Y, Cho Y, Choi HR, Lim GY, Kang J, Kim KH, Kim H, Hong YS, Park J, Zhao D, Rampal S, Cho J, Guallar E, Park HY, Ryu S. Alcohol Consumption Patterns and Risk of Early-Onset Vasomotor Symptoms in Premenopausal Women. Nutrients. 2022;14(11):2276.
Han SY, Chang Y, Shin H, Choi CY, Ryu S. Visual acuity and risk of overall, injury-related, and cardiovascular mortality: the Kangbuk Samsung Health Study. Eur J Prev Cardiol. 2022 May 6;29(6):904-912.
Cho IY, Chang Y, Kang JH, Kim Y, Sung E, Shin H, Wild SH, Byrne CD, Ryu S. Long or Irregular Menstrual Cycles and Risk of Prevalent and Incident Nonalcoholic Fatty Liver Disease. J Clin Endocrinol Metab. 2022 May 17;107(6):e2309-e2317.
Hong YS, Jung KU, Rampal S, Zhao D, Guallar E, Ryu S, Chang Y, Kim HO, Kim H, Chun HK, Sohn CI, Shin H, Cho J. Risk factors for hemorrhoidal disease among healthy young and middle-aged Korean adults. Sci Rep. 2022 Jan 7;12(1):129.
Kang J, Chang Y, Kim Y, Shin H, Ryu S. Ten-Second Heart Rate Variability, Its Changes Over Time, and the Development of Hypertension. Hypertension 2022;79(6):1308-1318.
Sohn W, Kwon HJ, Chang Y, Ryu S, Cho YK. Liver Fibrosis in Asians With Metabolic Dysfunction-Associated Fatty Liver Disease. Clin Gastroenterol Hepatol. 2022 May;20(5):e1135-e1148.
Lee J, Chang Y, Kim Y, Park B, Ryu S. Insulin resistance and the development of breast cancer in premenopausal women: the Kangbuk Samsung Health Study. Breast Cancer Res Treat. 2022;192(2):401-409.
Kim HN, Kim JH, Chang Y, Yang D, Joo KJ, Cho YS, Park HJ, Kim HL, Ryu S. Gut microbiota and the prevalence and incidence of renal stones. Sci Rep. 2022 Mar 8;12(1):3732.
Cho IY, Chang Y, Sung E, Kim Y, Kang JH, Shin H, Wild SH, Byrne CD, Ryu S. Fasting ketonuria is inversely associated with coronary artery calcification in non-diabetic individuals. Atherosclerosis. 2022;348:1-7.
Han SY, Chang Y, Kim Y, Choi CY, Ryu S. A Dose-Response Relationship of Alcohol Consumption with Risk of Visual Impairment in Korean Adults: The Kangbuk Samsung Health Study. Nutrients. 2022;14(4):791.
Cho IY, Chang Y, Sung E, Kang JH, Shin H, Wild SH, Byrne CD, Ryu S. Weight Change and the Development of Nonalcoholic Fatty Liver Disease in Metabolically Healthy Overweight Individuals. Clin Gastroenterol Hepatol. 2022;20(3):e583-e599.
Kim Y, Chang Y, Ryu S, Cho IY, Kwon MJ, Wild SH, Byrne CD. Serum 25-hydroxy vitamin D and the risk of low muscle mass in young and middle-aged Korean adults. Eur J Endocrinol. 2022;186(4):477-487.
Sohn W, Chang Y, Cho YK, Hong YS, Shin H, Ryu S. Liver fibrosis scores and risk of liver-related mortality in young adults with chronic hepatitis B: A cohort study. J Viral Hepat. 2022 Jan;29(1):69-77.
Choi IY, Chang Y, Kang G, Jung HS, Shin H, Wild SH, Byrne CD, Ryu S. Low heart rate variability from 10-s electrocardiograms is associated with development of non-alcoholic fatty liver disease. Sci Rep. 2022 20;12(1):1062.
Um YJ, Chang Y, Jung HS, Cho IY, Shin JH, Shin H, Wild SH, Byrne CD, Ryu S. Decrease in Sleep Duration and Poor Sleep Quality over Time Is Associated with an Increased Risk of Incident Non-Alcoholic Fatty Liver Disease. J Pers Med. 2022;12(1):92.
Cheong HS, Chang Y, Joo EJ, Ryu S. Cigarette Smoking and Risk of Infection-Related Mortality: A Cohort Study. Nicotine Tob Res. 2022 1;24(2):204-211.
COVID-19 Host Genetics Initiative. Mapping the human genetic architecture of COVID-19. Nature. 2021;600(7889):472-477.
Graham SE, et al. The power of genetic diversity in genome-wide association studies of lipids. Nature. 2021;600(7890):675-679.
Kang D, Kim JY, Kim JY, Mun HS, Yoon SJ, Lee J, Han G, Im YH, Shin SY, Lee SK, Yu JH, Lee KH, Kim M, Park D, Choi YH, Jeong OS, Lee JH, Jekal SY, Choi JS, Guallar E, Chang Y, Ryu S, Cho J, Kang M. The Relationship Between Breast Density Change During Menopause and the Risk of Breast Cancer in Korean Women. Cancer Prev Res (Phila). 2021;14(12):1119-1128.
Cho Y, Chang Y, Jung HS, Kim CW, Oh H, Kim EY, Shin H, Wild SH, Byrne CD, Ryu S. Fatty liver disease and changes in dense breasts in pre- and postmenopausal women: the Kangbuk Samsung Health Study. Breast Cancer Res Treat. 2021 Nov;190(2):343-353.
Kim HN, Kim JH, Chang Y, Yang D, Kim HL, Ryu S. Gut Microbiota Composition across Normal Range Prostate-Specific Antigen Levels. J Pers Med. 2021;11(12):1381.
Park E, Yun KE, Kim MH, Kim J, Chang Y, Ryu S, Kim HL, Kim HN, Jung SC. Correlation between Gut Microbiota and Six Facets of Neuroticism in Korean Adults. J Pers Med. 2021 Nov 24;11(12):1246.
Sung KC, Hong YS, Lee JY, Lee SJ, Chang Y, Ryu S, Zhao D, Cho J, Guallar E, Lima JAC. Physical activity and the progression of coronary artery calcification. Heart. 2021 Nov;107(21):1710-1716.
Sohn W, Kwon HJ, Chang Y, Ryu S, Cho YK. Liver Fibrosis in Asians With Metabolic Dysfunction-Associated Fatty Liver Disease. Clin Gastroenterol Hepatol. 2021 Jul 3:S1542-3565(21)00706-0.
Hong YS, Park HY, Chang Y, Jang EH, Zhao D, Kim S, Guallar E, Kim H, Cho J, Ryu S. Stages of menopause and abnormal lung function: a cross-sectional study of middle-aged women Menopause. 2021;28(7):811-818.
Um YJ, Chang Y, Jung HS, Cho IY, Shin JH, Shin H, Wild SH, Byrne CD, Ryu S. Sleep Duration, Sleep Quality, and the Development of Nonalcoholic Fatty Liver Disease: A Cohort Study. Clin Transl Gastroenterol. 2021;12(10):e00417.
Kim Y, Chang Y, Kwon MJ, Hong YS, Kim MK, Sohn W, Cho YK, Shin H, Wild SH, Byrne CD, Ryu S. Fasting Ketonuria and the Risk of Incident Nonalcoholic Fatty Liver Disease With and Without Liver Fibrosis in Nondiabetic Adults. Am J Gastroenterol. 2021;116(11):2270-2278.
Kim CW, Hong S, Chang Y, Lee JA, Shin H, Ryu S. Discordance Between Apolipoprotein B and Low-Density Lipoprotein Cholesterol and Progression of Coronary Artery Calcification in Middle Age. Circ J. 2021;85(6):900-907.
Park HY, Chang Y, Kang D, Hong YS, Zhao D, Ahn J, Shin SH, Singh D, Guallar E, Cho J, Ryu S. Blood eosinophil counts and the development of obstructive lung disease: the Kangbuk Samsung Health Study Eur Respir J. 2021;58:2003823
Lee W, Chang Y, Shin H, Ryu S. Self-reported and cotinine-verified smoking and increased risk of incident hearing loss. Sci Rep. 2021 14;11(1):8103
Cho IY, Chang Y, Sung E, Kang JH, Wild SH, Byrne CD, Shin H, Ryu S. Depression and increased risk of non-alcoholic fatty liver disease in individuals with obesity. Epidemiol Psychiatr Sci. 2021;30:e23.
Ko H, Chang Y, Kim HN, Kang JH, Shin H, Sung E, Ryu S. Low-level alcohol consumption and cancer mortality. Sci Rep. 2021;11(1):4585.
Han SY, Chang Y, Shin H, Choi CY, Ryu S. Smoking, urinary cotinine levels and incidence of visual impairment. Sci Rep. 2021;11(1):398.
Cho IY, Chang Y, Sung E, Sohn W, Kang JH, Shin H, Ryu S. Depressive symptoms and risk of liver-related mortality in individuals with hepatitis B virus infection: a cohort study. Sci Rep. 2020;10(1):20812.
Zhang Z, Kang J, Hong YS, Chang Y, Ryu S, Park J, Cho J, Guallar E, Shin HC, Zhao D. Long-Term Particulate Matter Exposure and Incidence of Arrhythmias: A Cohort Study.
Kim NH, Chang Y, Lee SR, Ryu S, Kim HJ. Glycemic Status, Insulin Resistance, and Risk of Pancreatic Cancer Mortality in Individuals With and Without Diabetes. Am J Gastroenterol. 2020;115(11):1840-1848..
Sinn DH, Kang D, Guallar E, Chang Y, Ryu S, Zhao D, Hong YS, Cho J, Gwak GY. Alcohol Intake and Mortality in Patients With Chronic Viral Hepatitis: A Nationwide Cohort Study. Am J Gastroenterol. 2020;116(2):329-335.
Kim EY, Chang Y, Ahn J, Yun JS, Park YL, Park CH, Shin H, Ryu S. Mammographic breast density, its changes, and breast cancer risk in premenopausal and postmenopausal women. Cancer. 2020;126(21):4687-4696.
Kim K, Chang Y, Ahn J, Yang HJ, Ryu S. Low Levels of Alcohol Consumption and Risk of Intestinal Metaplasia: A Cohort Study. Cancer Epidemiol Biomarkers Prev. 2020;29(12):2633-2641.
Kim S, Chang Y, Jung HS, Hyun YY, Lee KB, Joo KJ, Park HJ, Cho YS, Ko H, Sung E, Shin H, Ryu S. Glycemic Status, Insulin Resistance, and the Risk of Nephrolithiasis: A Cohort Study. Am J Kidney Dis. 2020;76(5):658-668.
Kim DK, Park YS, Cha KJ, Jang D, Ryu S, Kim KR, Kim SH, Yoon HJ, Cho SH. Cluster Analysis of Inhalant Allergens in South Korea: A Computational Model of Allergic Sensitization. Clin Exp Otorhinolaryngol. 2021;14(1):93-99.
Park YS, Chang Y, Lee YT, Shin H, Ryu S, Yoon KJ. The prospective relationship between low muscle mass and thyroid hormones among 198 069 euthyroid men and women; comparing different definitions of low muscle mass. Int J Clin Pract. 2020;75(3):e13710.
Jeon SW, Chang Y, Lim SW, Cho J, Kim HN, Kim KB, Kim J, Kim YH, Shin DW, Oh KS, Shin YC, Ryu S. Bidirectional association between blood pressure and depressive symptoms in young and middle-age adults: A cohort study. Epidemiol Psychiatr Sci. 2020;29:e142.
Sohn W, Chang Y, Cho YK, Kim Y, Shin H, Ryu S. Abnormal and Euthyroid Ranges of Thyroid Hormones in Serum and Liver Cancer Mortality: A Cohort Study. Cancer Epidemiol Biomarkers Prev. 2020;29(10):2002-2009.
Kim EY, Chang Y, Ahn J, Yun JS, Park YL, Park CH, Shin H, Ryu S. Menopausal Transition, Body Mass Index, and Prevalence of Mammographic Dense Breasts in Middle-Aged Women. J Clin Med. 2020;9(8):2434.
Cho SK, Kim B, Myung W, Chang Y, Ryu S, Kim HN, Kim HL, Kuo PH, Winkler CA, Won HH. Polygenic analysis of the effect of common and low-frequency genetic variants on serum uric acid levels in Korean individuals. Sci Rep. 2020;10(1):9179.
Kim DK, Noh JW, Chang Y, Lee HY, Park JJ, Ryu S, Kim JH. Association between prostate-specific antigen and serum testosterone: A systematic review and meta-analysis. Andrology. 2020;8(5):1194-1213.
Chang Y, Noh JW, Cheon JY, Kim Y, Kwon YD, Ryu S. Self-rated health and risk of incident non-alcoholic fatty liver disease: A cohort study. Sci Rep. 2020;10(1):3826.
Lee DY, Lee MY, Cho JH, Kwon H, Rhee EJ, Park CY, Oh KW, Lee WY, Park SW, Ryu S, Park SE. Decreased Vagal Activity and Deviation in Sympathetic Activity Precedes Development of Diabetes. Diabetes Care. 2020;43(6):1336-1343.
Heo CM, Kim TJ, Lee H, Pyo JH, Min YW, Min BH, Lee JH, Son HJ, Baek SY, Kim K, Ryu S, Rhee PL, Kim JJ. Impact of Sarcopenia on the Risk of Erosive Esophagitis. Korean J Gastroenterol. 2020;75(3):132-140.
Yun KE, Kim J, Kim MH, Park E, Kim HL, Chang Y, Ryu S, Kim HN. Major Lipids, Apolipoproteins, and Alterations of Gut Microbiota. J Clin Med. 2020;9(5):1589.
Lim JH, Kang D, Hong YS, Kim H, Ryu S, Chang Y, Park HY, Cho J. Association between reproductive lifespan and lung function among postmenopausal women. J Thorac Dis. 2020;12(8):4243-4252.
Jung CH, Rhee EJ, Kwon H, Chang Y, Ryu S, Lee WY. Visceral-to-Subcutaneous Abdominal Fat Ratio Is Associated with Nonalcoholic Fatty Liver Disease and Liver Fibrosis. Endocrinol Metab (Seoul). 2020;35(1):165-176.
Kang D, Zhao D, Ryu S, Guallar E, Cho J, Lazo M, Shin H, Chang Y, Sung E. Perceived stress and non-alcoholic fatty liver disease in apparently healthy men and women. Sci Rep. 2020;10(1):38.
Sinn DH, Kang D, Cho SJ, Chang Y, Ryu S, Song YB, Paik SW, Hong YS, Zhao D, Guallar E, Cho J, Gwak GY. Weight Change and Development of Subclinical Carotid Atherosclerosis Among Metabolically Healthy Adults: A Cohort Study. J Clin Endocrinol Metab. 2020;105(3)
Lee W, Chang Y, Shin H, Ryu S. Hearing Loss and Risk of Overall, Injury-Related, and Cardiovascular Mortality: The Kangbuk Samsung Health Study. J Clin Med. 2020;9(5):1415.
Chang Y, Cho J, Cho YK, Cho A, Hong YS, Zhao D, Ahn J, Sohn CI, Shin H, Guallar E, Ryu S. Alcoholic and Nonalcoholic Fatty Liver Disease and Incident Hospitalization for Liver and Cardiovascular Diseases. Clin Gastroenterol Hepatol. 2020;18(1):205-215.e7.
Yang HJ, Kang D, Chang Y, Ahn J, Ryu S, Cho J, Guallar E, Sohn CI. Diabetes mellitus is associated with an increased risk of gastric cancer: a cohort study. Gastric Cancer. 2020;23(3):382-390.
Kim EY, Chang Y, Lee KH, Yun JS, Park YL, Park CH, Ahn J, Shin H, Ryu S. Serum concentration of thyroid hormones in abnormal and euthyroid ranges and breast cancer risk: A cohort study. Int J Cancer. 2019;145(12):3257-3266.
Sung KC, Huh JH, Ryu S, Lee JY, Scorletti E, Byrne CD, Kim JY, Hyun DS, Ko SB. Low Levels of Low-Density Lipoprotein Cholesterol and Mortality Outcomes in Non-Statin Users. J Clin Med. 2019;8(10):1571.
Cho SH, Jeon JY, Jang KS, Kim SY, Kim KR, Ryu S, Gender-specific cephalometric features related to obesity in sleep apnea patients: trilogy of soft palate-mandible-hyoid bone. Hwang KG. Maxillofac Plast Reconstr Surg. 2019;41(1):58.
Park DY, Kim YS, Ryu SH, Jin YS. The association between sedentary behavior, physical activity and hyperuricemia. Vasc Health Risk Manag. 2019;15:291-299.
Min YW, Lee YC, Kim K, Ryu S, Hong KS, Jeon HH, Kim YS, Park JH, Son HJ, Rhee PL. Proton pump inhibitor use is associated with hip fracture development: a nationwide population-based cohort study. Korean J Intern Med. 2020;35(5):1084-1093.
Sinn DH, Kang D, Chang Y, Ryu S, Cho SJ, Paik SW, Song YB, Pastor-Barriuso R, Guallar E, Cho J, Gwak GY. Non-alcoholic fatty liver disease and the incidence of myocardial infarction: A cohort study. J Gastroenterol Hepatol. 2020 ;35(5):833-839.
Kang J, Chang Y, Ahn J, Oh S, Koo DH, Lee YG, Shin H, Ryu S. Neutrophil-to-lymphocyte ratio and risk of lung cancer mortality in a low-risk population: A cohort study. Int J Cancer. 2019;145(12):3267-3275.
Lee K, Lim S, Park H, Woo HY, Chang Y, Sung E, Jung HS, Yun KE, Kim CW, Ryu S, Kwon MJ. Subclinical thyroid dysfunction, bone mineral density, and osteoporosis in a middle-aged Korean population. Osteoporos Int. 2020;31(3):547-555.
Sung J, Ryu S, Song YM, Cheong HK. Relationship Between Non-alcoholic Fatty Liver Disease and Decreased Bone Mineral Density: A Retrospective Cohort Study in Korea. J Prev Med Public Health. 2020;53(5):342-352
Chang Y, Ryu S, Kim Y, Cho YK, Sung E, Kim HN, Ahn J, Jung HS, Yun KE, Kim S, Sung KC, Sohn CI, Shin H, Wild SH, Byrne CD. Low levels of alcohol consumption, obesity and development of fatty liver with and without evidence of advanced fibrosis. Hepatology. 2020;71(3):861-873.

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배예슬Ye Seul Bae

빅데이터연구소/가정의학과

연구분야의료정보, 디지털헬스케어, 디지털치료제, 만성병역학, 자연어처리, 머신러닝

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배예슬Ye Seul Bae

빅데이터연구소/가정의학과

연구과제

지원부처	사업명	과제명	사업기간
한국보건산업진흥원	2021 국민건강 스마트관리 연구개발 사업	국민건강 스마트관리 사업을 위한 상호운용성과 보안 프레임 구축 및 운영	2021.06 ~ 2024.12
한국보건산업진흥원		암환자 병원임상정보-국가보건의료-지역환경 융합 데이터베이스 플랫폼 개발을 통한 장단기 예후, 비용-효과 평가 및 암경험자 질병발생 예측 모델 개발	2021.04 ~ 2023.06
정보통신기획평가원		효과적인 감염병 대응을 위한 홈·생활치료센터의 비대면 환자 감염활동 추론(IAI) 및 보호관리SW 기술 개발	2021.04 ~ 2023.12
한국보건산업진흥원		환자혈액관리를 위한 전자의무기록 표준연계 모듈 개발	2020.10 ~ 2023.09
한국보건산업진흥원		역동적 동의체계 기반 건강정보 교류를 위한 블록체인 플랫폼 개발 및 실증	2019.05 ~ 2021.12
한국보건산업진흥원		스마트 임상시험 플랫폼 구축사업	2019.09 ~ 2021.12
한국전자통신연구원		Post COVID-19 대응을 위한 ICT 기반 감염병 관리 체계 구축	2020.06 ~ 2020.10
한국데이터진흥원		MyHealthData 플랫폼 개발 및 서비스 실증	2019.06 ~ 2019.11
한국보건산업진흥원		중환자특화 빅데이터 구축 및 인공지능기반 임상의사결정지원시스템 개발 연구	2021.07 ~ 2026.12
한국연구재단		첨단 방사선 융합치료 기술 개발사업	2020.08 ~ 2024.03
한국보건의료정보원		임상 암데이터 네트워크 (K-CURE)사업	2022.10 ~ 2023.02
한국보건산업진흥원		의료데이터 중심병원 사업	2020.08 ~ 2022.12
한국산업기술평가관리원		시장 경쟁력 향상을 위한 PHR 데이터 표준 및 가이드라인 개발	2018.11 ~ 2022.04
한국보건산업진흥원		OMOP CDM(Common Data Model) 데이터 품질측정 기술 연구	2019.05 ~ 2021.05
국가임상시험지원재단		감염병 임상시험 데이터 표준모델의 적용을 통한 국가 감염병 임상시험 확대	2020.10 ~ 2020.12
한국정보화진흥원		전자의무기록(EMR)시스템 인증기준 표준 개발 및 확산 지원(표준코드 및 용어)	2019.09 ~ 2019.12

특허

발명의 명칭	출원일	출원번호
기계학습을 기반으로 하는 COVID-19 경증 환자의 정신건강 평가 방법		10-2021-0165631
생체신호를 활용한 COVID-19 경증 환자의 중증도 예측 스코어링 방법		10-2021-0165632
기계학습을 기반으로 하는 문진 텍스트를 이용한 우울증 진단 장치 및 그 방법		10-2021-0191338
생체신호를 이용한 COVID-19 환자의 중증도 예측 스코어링 장치 및 그 방법		10-2022-0153697
개인건강기록 데이터 교류를 위한 데이터 모델 기반 표준 데이터 변환 방법 및 장치		10-2023-0006502

Sung S, Kim SH, Kim Y, Bae YS, Chie EK. Exploring depressive symptom trajectories in COVID-19 patients with clinically mild condition in South Korea using remote patient monitoring: longitudinal data analysis. Front Public Health. 2024;12:1265848. (교신저자)
Kang J-Y, Bae YS, Chie EK, Lee S-B. Predicting Deterioration from Wearable Sensor Data in People with Mild COVID-19. Sensors. 2023; 23(23):9597.
Lee, D. W., Bae, Y. S., Lee, J. R., Sohn, J. H., Lee, H., & Lee, J. Y. (2023). COVID-19 vaccination, incidence, and mortality rates among individuals with mental disorders in South Korea: A nationwide retrospective study. Asian journal of psychiatry, 85, 103600.
Kim HK, Park Y, Park Y, Choi E, Kim S, You H, Bae YS. Identifying alcohol-related information from unstructured bilingual clinical notes with multilingual transformers. IEEE Access. 2023 Feb 14.(교신저자)
Sung S, Kim SH, Lee C, Kim Y, Bae YS, Chie EK. The Association of Acute Signs and Symptoms of COVID-19 and Exacerbation of Depression and Anxiety in Patients With Clinically Mild COVID-19: Retrospective Observational Study. JMIR Public Health and Surveillance. 2023 Jan 30;9:e43003.(교신저자)
Bae YS, Sung S, Lee J, Lee H, Chie EK. Building and implementing a contactless clinical trial protocol for patients with COVID-19: A Korean perspective. Frontiers in Medicine. 2022;9.(1저자)
Bae YS, Park Y, Lee SM, Seo HH, Lee H, Ko T, Lee E, Park SM, Yoon HJ. Development of Blockchain-Based Health Information Exchange Platform Using HL7 FHIR Standards: Usability Test. IEEE Access. 2022 Jul 27;10:79264-71. (1저자)
Shin D, Kim K, Lee SB, Lee C, Bae YS, Cho WI, Kim MJ, Park CH, Chie EK, Kim NS, Ahn YM. Detection of depression and suicide risk based on text from clinical interviews using machine learning: possibility of a new objective diagnostic marker. Frontiers in psychiatry. 2022;13.
Ryu J, Park Y, Kim HW, Kim NH, Kim SH, Lee SM, Bae YS, Yoon HJ. Association between higher variability in kidney function and longterm mortality. Nephrology. 2022 Jun;27(6):519-27.
Oh GC, Ko T, Kim JH, Lee MH, Choi SW, Bae YS, Kim KH, Lee HY. Estimation of low-density lipoprotein cholesterol levels using machine learning. International Journal of Cardiology. 2022 Apr 1;352:144-9.
Bae YS, Kim KH, Kim HK, Choi SW, Ko T, Seo HH, Lee HY, Jeon H. Keyword Extraction Algorithm for Classifying Smoking Status from Unstructured Bilingual Electronic Health Records Based on Natural Language Processing. Applied Sciences. 2021 Jan;11(19):8812.(1저자)
Bae YS, Park Y, Kim T, Ko T, Kim MS, Lee E, Kim HC, Yoon HJ. Development and Pilot-Test of Blockchain-Based MyHealthData Platform. Applied Sciences. 2021 Sep 3;11(17):8209.(1저자)
Bae YS, Kim KH, Choi SW, Ko T, Lim JS, Piao M. Satisfaction and usability of an information and communications technology？based system by clinically healthy patients with COVID-19 and medical professionals: Cross-sectional survey and focus group interview study. JMIR formative research. 2021 Aug 26;5(8):e26227.(1저자)
Bae YS, Ko YS, Yun JM, Eo AY, Kim H. Association and prediction of subclinical atherosclerosis by nonalcoholic fatty liver disease in asymptomatic patients. Canadian Journal of Gastroenterology and Hepatology. 2020 Nov 30;2020.(1저자)
Kim HK, Choi SW, Bae YS, Choi J, Kwon H, Lee CP, Lee HY, Ko T. MARIE: A Context-Aware Term Mapping with String Matching and Embedding Vectors. Applied Sciences. 2020 Nov 4;10(21):7831.
Bae YS, Kim KH, Choi SW, Ko T, Jeong CW, Cho B, Kim MS, Kang E. Information technology？based management of clinically healthy COVID-19 patients: lessons from a living and treatment support center operated by Seoul National University Hospital. Journal of medical Internet research. 2020 Jun 12;22(6):e19938.(1저자)
Chang J, Lee J, Ha A, Han YS, Bak E, Choi S, Yun JM, Kang U, Shin IH, Shin JY, Ko T. Explaining the rationale of deep learning glaucoma decisions with adversarial examples. Ophthalmology. 2021 Jan 1;128(1):78-88.
Cho IY, Cho MH, Lee K, Park SM, Lee H, Son JS, Kim K, Choi S, Chang J, Koo HY, Bae YS. Effects of smoking habit change on hospitalized fractures: a retrospective cohort study in a male population. Archives of osteoporosis. 2020 Dec;15:1-9.
Bae YS, Choi S, Lee K, Son JS, Lee H, Cho MH, Koo HY, Cho IY, Chang J, Kim K, Kim SM. Association of concurrent changes in metabolic health and weight on cardiovascular disease risk: a nationally representative cohort study. Journal of the American Heart Association. 2019 Sep 3;8(17):e011825.(1저자)
Bae YS, Chang J, Park SM. Oral bisphosphonate use and the risk of female breast, ovarian, and cervical cancer: a nationwide population-based cohort study. Archives of Osteoporosis. 2019 Dec;14:1-8.(1저자)
Bae YS. Association between Cardiorespiratory Fitness and the Metabolic Syndrome in Korean adult. 서울대학교. 2019 Feb 28;2019.
Yang JH, Lee K, Jung SY, Bae WK, Ju HJ, Cho IY, Song JK, Park HY, Han JS, Lee GH, Bae YS. Osteoarthritis affects health-related quality of life in Korean adults with chronic diseases: the Korea National Health and Nutritional Examination Surveys 2009？2013. Korean journal of family medicine. 2017 Nov;38(6):358.
Park D, Kwon H, Oh SW, Joh HK, Hwang SS, Park JH, Yun JM, Lee H, Chung GE, Ze S, Park JH. Is vitamin D an independent risk factor of nonalcoholic fatty liver disease?: a cross-sectional study of the healthy population. Journal of Korean medical science. 2017 Jan 1;32(1):95-101.
Lee SH, Yun JM, Kim SH, Seo YG, Min H, Chung E, Bae YS, Ryou IS, Cho B. Association between bone mineral density and nonalcoholic fatty liver disease in Korean adults. Journal of endocrinological investigation. 2016 Nov;39:1329-36.
Bae YS, Im SW, Kang MS, Kim JH, Lee SH, Cho BL, Park JH, Nam YS, Son HY, Sung J, Oh KH. Genome-Wide association study of bone mineral density in Korean men. Genomics & informatics. 2016 Jun;14(2):62.(1저자)

닫기

심재금

심재금Jae Geum Sim

의료AI연구소/마취통증의학과

연구분야생체신호분석, AI예측 알고리즘 개발

심재금

심재금Jae Geum Sim

의료AI연구소/마취통증의학과

연구과제

지원부처	사업명	과제명	사업기간
과학기술정보통신부	개인기초연구사업	딥러닝 기술을 기반으로 광혈류 측정과 심전도로부터 소아 수술 중 지속적 혈압측정	2022.6 ~ 2024.8

특허

발명의 명칭	출원일	출원번호
상행성 흉부 대동맥류 추정 방법 및 장치	2022-10-06	10-2022-0128088
소아 기관삽관 깊이추정 방법 및 장치	2022-10-06	10-2022-0128087
비심장 수술 후 심장 트로포닌 수치를 예측하기 위한 방법 및 장치	2023-11-23	10-2023-0164485
비심장 수술 후 심근 손상을 예측하기 위한 방법 및 장치	2023-11-23	10-2023-016448

Shim J-G, Lee EK, Oh EJ, Cho E-A, Park J, Lee J-H, Ahn JH: Predicting the risk of inappropriate depth of endotracheal intubation in pediatric patients using machine learning approaches. Scientific reports 2023; 13: 5156
Shim J-G, Ryu K-H, Cho E-A, Ahn JH, Park J, Lee H-W, Kang S, Han SY, Lee SH: Association between Body Composition and Chronic Low Back Pain in Korean Adults Aged over 50 Years: The Korea National Health and Nutrition Examination Survey (KNHANES) 2010–2011. Medical Principles and Practice 2023; 32: 281-287
Ahn JH, Shim J-G, Lee SH, Ryu K-H, Lee MY, Kim S, Gahng T-R, Cho E-A: Differences in preoperative gastric ultrasound findings in elderly compared to the mid-aged surgical patients: A retrospective observational study. Medicine 2023; 102: e33595
Shim J-G, Cho EA, Gahng T-R, Park J, Lee EK, Oh EJ, Ahn JH: Application of the dynamic needle tip positioning method for ultrasound-guided arterial catheterization in elderly patients: A randomized controlled trial. Plos one 2022; 17: e0273563
Shim J-G, Ryu K-H, Cho E-A, Ahn JH, Cha YB, Lim G, Lee SH: Machine learning for prediction of postoperative nausea and vomiting in patients with intravenous patient-controlled analgesia. PLoS One 2022; 17: e0277957
Shim JG, Cho EA, Ryu KH, Lee SH, Kim JI, Kim D, Oh EJ, Ahn JH: Effects of prophylactic atropine on the time to tracheal intubation with the pre-administration of remifentanil. Acta Anaesthesiol Scand 2021; 65: 335-342
Shim JG, Ryu KH, Cho EA, Ahn JH, Kim HK, Lee YJ, Lee SH: Machine Learning Approaches to Predict Chronic Lower Back Pain in People Aged over 50 Years. Medicina (Kaunas) 2021; 57
Shim JG, Ryu KH, Lee SH, Cho EA, Lee S, Ahn JH: Machine learning model for predicting the optimal depth of tracheal tube insertion in pediatric patients: A retrospective cohort study. PLoS One 2021; 16: e0257069
Shim JG, Ryu KH, Lee SH, Cho EA, Lee YJ, Ahn JH: Text Mining Approaches to Analyze Public Sentiment Changes Regarding COVID-19 Vaccines on Social Media in Korea. Int J Environ Res Public Health 2021; 18
Shim JG, Kim DW, Ryu KH, Cho EA, Ahn JH, Kim JI, Lee SH: Application of machine learning approaches for osteoporosis risk prediction in postmenopausal women. Arch Osteoporos 2020; 15: 169
Shim JG, Ryu KH, Kim PO, Cho EA, Ahn JH, Yeon JE, Lee SH, Kang DY: Evaluation of ultrasound-guided erector spinae plane block for postoperative management of video-assisted thoracoscopic surgery: a prospective, randomized, controlled clinical trial. J Thorac Dis 2020; 12: 4174-4182

닫기

권리아

권리아Ria Kwon

코호트연구소/보건학

연구분야코호트연구, 보건역학, 건강행태, 머신러닝

권리아

권리아Ria Kwon

코호트연구소/보건학

연구과제

지원부처	사업명	과제명	사업기간
정보통신산업진흥원	2024년 의료 AI 클리닉	CT 및 흉부 X선 다중 의료영상 기반 바이오마커를 이용한 노화평가 및 임상적 검증	2024~현재
질본관리청		갱년기 여성의 만성질환 예방관리를 위한 전향적 연구	2014~현재
질본관리청		국가 통합 바이오빅데이터 구축사업을 위한 참여자 임상정보 수집관리 프로토콜 개발	2021
한국연구재단		유방암 검진 환경에서 유방촬영 상의 이미지 패턴 학습을 통한 이미지 마커 규명 및 심혈관질환 위험도 통합	2021~2023
산업자원통상부		인공지능 딥러닝이 적용된 CDM 및 라이프로그 신규 디지털 바이오마커의 발굴 및 서비스 산업화	2021~2022
보건산업진흥원		헬스케어 빅데이터 쇼케이스 구축 사업 용역	2020~2022
한국연구재단		코호트의 빅데이터 및 심평원 자료를 활용한 안지오텐신 수용체 차단제의 비알코올성 간질환 예방 효과 탐색	2020~2021
서울특별시		서울시 노동취약계층(이미용업 종사자) 작업환경 실태조사 용역	2019
한국보건의료연구원		국가건강검진 내 검진항목 도입에 대한 타당성 분석 연구	2019
음성군청		소방복합치유센터 이용 예정자에 대한 보건 데이터 분석 용역	2018
성동구보건소		지역사회 건강증진 및 개선을 위한 지역현황조사 연구용역	2018
한국보건의료연구원		국가건강검진 내 구강파노라마검사 항목 도입에 대한 타당성 분석 연구	2018
국립환경과학원		가습기살균제 건강피해 인정 및 판정기준 개선연구(1)	2017
UNDP		혁신적 융복합 과학기술을 통한 지속가능한 개발도상국 지역개발 사업	2017, 2020
경기북부지역보건소		2016년 지역사회건강조사	2016

특허

발명의 명칭	출원일	출원번호
유방 촬영영상을 이용한 관상동맥 석회화를 예측하기 위한방법 및 장치	2024-01-29	10-2024-0013413

도서

도서명	저자	출판사
건강정책평가를 위한 통계분석의 실제	우경숙, 권리아, 김윤희 외	계축문화사

Lim, G. Y., Park, E., Song, J. Y., Kwon, R., Kang, J., Cho, Y., ... & Ryu, S. (2024). Lifelog-based daily step counts, walking speed, and metabolically healthy status. Digital Health, 10, 20552076241260921.
Ahn, S., Chang, Y., Kwon, R., Kang, J., Choi, J., Lim, G. Y., ... & Shin, J. (2024). Mammography-based deep learning model for coronary artery calcification. European Heart Journal-Cardiovascular Imaging, 25(4), 456-466.
Tran, T. X. M., Chang, Y., Choi, H. R., Kwon, R., Lim, G. Y., Kim, E. Y., ... & Park, B. (2024). Adiposity, Body Composition Measures, and Breast Cancer Risk in Korean Premenopausal Women. JAMA Network Open, 7(4), e245423-e245423.
Cho, Y., Park, E. K., Chang, Y., Kwon, M. R., Kim, E. Y., Kim, M., Park, B., Lee, S., Jeong, H. E., Kim, K. H., Kim, T. S., Lee, H., Kwon, R., Lim, G. Y., ... & Ryu, S. (2024). Concordant and Discordant Breast Density Patterns by Different approaches for Assessing Breast Density and Breast Cancer Risk.
Park, J., Chang, Y., Kim, J. H., Choi, H. R., Kwon, R., Lim, G. Y., ... & Ryu, S. (2024) Menopausal stages and overactive bladder symptoms in middle‐aged women: A cross‐sectional study. BJOG: An International Journal of Obstetrics & Gynaecology.
Chang, Y., Yoon, S. H., Kwon, R., Kang, J., Kim, Y. H., Kim, J. M., Jung, H. J., Choi, J., Jung, H. S., Lim, G. Y., ... & Ryu, S. (2024). Automated Comprehensive CT Assessment of the Risk of Diabetes and Associated Cardiometabolic Conditions. Radiology, 312(2), e233410.
Kwon, M. R., Chang, Y., Ham, S. Y., Cho, Y., Kim, E. Y., Kang, J., Park, E. K., Kim, K. H., Kim, T. S., Lee, H., Kwon, R., Lim, G. Y., ... & Ryu, S. (2024). Screening mammography performance according to breast density: a comparison between radiologists versus standalone intelligence detection. Breast Cancer Research, 26(1), 68.
Park, J., Chang, Y., Choi, H. R., Kim, J. H., Seo, S. W., Ryu, H. J., Kwon, R., Lim, G. Y., ... & Ryu, S. (2024). Overactive bladder and cognitive impairment in middle-aged women: A cross-sectional study. Maturitas, 108042.
Choi, H. R., Chang, Y., Park, J., Cho, Y., Kim, C., Kwon, M. J., Kang, J., Kwon, R., Lim, G. Y., ... & Ryu, S. (2024). Early-onset vasomotor symptoms and development of depressive symptoms among premenopausal women. Journal of Affective Disorders, 354, 376-384.
Choi, H. R., Chang, Y., Kim, Y., Cho, Y., Kang, J., Kwon, M. J., Kwon, R., Lim, G. Y., ... & Ryu, S. (2022). Ideal cardiovascular health metrics and risk of incident early-onset vasomotor symptoms among premenopausal women. The Journal of Clinical Endocrinology & Metabolism, 107(9), 2666-2673.
Lim, G. Y., Chang, Y., Kim, I., Ryu, S., Kwon, R., & Song, J. (2023). Long working hours and increased risks of lean non-alcoholic fatty liver disease among Korean men and women. Scientific Reports, 13(1), 12230.
HR Choi, Y Chang, Y Kim, Y Cho, MJ Kwon, J Kang, R Kwon, GY Lim, ... & Ryu, S. (2023). Vasomotor and other menopause symptoms and the prevalence of ideal cardiovascular health metrics among premenopausal stage women. Menopause, 30(7), 750-757.
S Namgoung, Y Chang, CY Woo, Y Kim, J Kang, R Kwon, GY Lim, ... & Ryu, S. (2022). Metabolically healthy and unhealthy obesity and risk of vasomotor symptoms in premenopausal women: Cross‐sectional and cohort studies. BJOG: An International Journal of Obstetrics & Gynaecology, 129(11), 1926-1934.
HR Choi, Y Chang, Y Kim, J Kang, MJ Kwon, R Kwon, GY Lim, KH Kim, ... & Ryu, S. (2022). High low-density lipoprotein cholesterol level is associated with an increased risk of incident early-onset vasomotor symptoms. Scientific reports, 12(1), 14652.
SJ NamGoung, Y Chang, Y Kim, H Kim, IY Cho, R Kwon, GY Lim, ... & Ryu, S. (2022). Low anti-Müllerian hormone levels are associated with an increased risk of incident early-onset vasomotor symptoms among premenopausal women. Scientific reports, 12(1), 11904.
Cho, Y., Chang, Y., Choi, H. R., Kang, J., Kwon, R., Lim, G. Y., ... & Ryu, S. (2022). Nonalcoholic fatty liver disease and risk of early-onset vasomotor symptoms in lean and overweight premenopausal women. Nutrients, 14(14), 2805.
Kim, Y., Chang, Y., Cho, I. Y., Kwon, R., Lim, G. Y., Jee, J. H., ... & Kang, M. (2022). The Prevalence of thyroid dysfunction in Korean women undergoing routine health screening: a cross-sectional study. Thyroid, 32(7), 819-827.
Kwon, R., Chang, Y., Kim, Y., Cho, Y., Choi, H. R., Lim, G. Y., ... & Ryu, S. (2022). Alcohol consumption patterns and risk of early-onset vasomotor symptoms in premenopausal women. Nutrients, 14(11), 2276.
An, S. Y., Kim, Y., Kwon, R., Lim, G. Y., Choi, H. R., Namgoung, S., ... & Ryu, S. (2022). Depressive symptoms and suicidality by menopausal stages among middle-aged Korean women. Epidemiology and psychiatric sciences, 31, e60.
권리아, & 신영전. (2021). 음주관련 사망에 대한 연령, 기간, 출생코호트 효과: 1997 년부터 2018 년까지. 보건경제와 정책연구, 27(4), 75-96.
김태현, 신영전, & 권리아. (2020). 의료보장유형별 미충족의료에 영향을 미치는 요인에 관한 다수준 분석. 비판사회정책(67), 41-69.
권리아, & 신영전. (2019). 알코올 가용성이 폭력범죄에 미치는 영향: 패널자료를 이용하여. 알코올과 건강행동연구, 20(2), 15-29.
권리아, 신상수, & 신영전. (2018). 알코올가용성이 음주행태에 미치는 영향: 도시지역을 대상으로 한 다수준 분석. 한국사회정책, 25(2), 125-163.
권리아, 신상수, & 신영전. (2017). 알코올 가용성과 음주행태 관련성에 관한 체계적 문헌고찰. 보건사회연구, 37(1).

닫기

임가영

임가영Ga young Lim

코호트연구소/보건학

연구분야신체활동, 라이프로그

임가영

임가영Ga young Lim

코호트연구소/보건학

연구과제

지원부처	사업명	과제명	사업기간
정보통신산업진흥원	2024년 의료 AI 클리닉	CT 및 흉부 X선 다중 의료영상 기반 바이오마커를 이용한 노화평가 및 임상적 검증	2024~현재
질병관리청		갱년기 여성의 만성질환 예방관리를 위한 전향적 연구	2014~현재
보건산업진흥원		헬스케어 빅데이터 쇼케이스	2022년
에스케이하이닉스 주식회사		SK 하이닉스 근로자 생애주기별 건강증진 계획 수립 연구	2018년
중앙소방학교		소방공무원 건강관리방안 구축을 위한 질병모형 개발	2018년
소방청		소방공무원 정신건강사업 체계화 연구용역	2018년
건강보험심사평가원		근골격계 질환 예방 관리 프로그램 위탁운영	2016~2018년
우정사업본부		집배원 노동강도 신체부하량 측정	2018년
산업안전보건연구원		야간근무자의 수면장애 실태조사	2017년
산업안전보건연구원		만성퇴행성 신경질환 환자-대조군 연구	2016~2017년
근로복지공단 근로복지연구원		업무상질병 요양급여 신청방법 개선에 대한 연구	2017년
고용노동부		업무상질병 인정기준 및 재해조사 개선방안에 관한 연구 - 뇌심혈관계질환, 근골격계질환(요추간판탈출증, 회전근개파열)	2017년
고용노동부		업무상질병 인정기준 적용 실태분석 및 개선을 위한 판정사례 분석ㆍ연구	2016년
산업안전보건연구원		MRI 기사들의 자기장 노출에 의한 건강영향 실태조사 및 체계적인 모니터링 시스템 구축	2016년
수산업협동조합중앙회		어업인 관련 질병 종류 발굴	2015년

특허

발명의 명칭	출원일	출원번호
유방 촬영영상을 이용한 관상동맥 석회화를 예측하기 위한방법 및 장치	2024-01-29	10-2024-0013413

Lim, G. Y., Park, E., Song, J. Y., Kwon, R., Kang, J., Cho, Y., ... & Ryu, S. (2024). Lifelog-based daily step counts, walking speed, and metabolically healthy status. Digital Health, 10, 20552076241260921.
Ahn, S., Chang, Y., Kwon, R., Kang, J., Choi, J., Lim, G. Y., ... & Shin, J. (2024). Mammography-based deep learning model for coronary artery calcification. European Heart Journal-Cardiovascular Imaging, 25(4), 456-466.
Tran, T. X. M., Chang, Y., Choi, H. R., Kwon, R., Lim, G. Y., Kim, E. Y., ... & Park, B. (2024). Adiposity, Body Composition Measures, and Breast Cancer Risk in Korean Premenopausal Women. JAMA Network Open, 7(4), e245423-e245423.
Cho, Y., Park, E. K., Chang, Y., Kwon, M. R., Kim, E. Y., Kim, M., Park, B., Lee, S., Jeong, H. E., Kim, K. H., Kim, T. S., Lee, H., Kwon, R., Lim, G. Y., ... & Ryu, S. (2024). Concordant and Discordant Breast Density Patterns by Different approaches for Assessing Breast Density and Breast Cancer Risk.
Park, J., Chang, Y., Kim, J. H., Choi, H. R., Kwon, R., Lim, G. Y., ... & Ryu, S. (2024) Menopausal stages and overactive bladder symptoms in middle‐aged women: A cross‐sectional study. BJOG: An International Journal of Obstetrics & Gynaecology.
Chang, Y., Yoon, S. H., Kwon, R., Kang, J., Kim, Y. H., Kim, J. M., Jung, H. J., Choi, J., Jung, H. S., Lim, G. Y., ... & Ryu, S. (2024). Automated Comprehensive CT Assessment of the Risk of Diabetes and Associated Cardiometabolic Conditions. Radiology, 312(2), e233410.
Kwon, M. R., Chang, Y., Ham, S. Y., Cho, Y., Kim, E. Y., Kang, J., Park, E. K., Kim, K. H., Kim, T. S., Lee, H., Kwon, R., Lim, G. Y., ... & Ryu, S. (2024). Screening mammography performance according to breast density: a comparison between radiologists versus standalone intelligence detection. Breast Cancer Research, 26(1), 68.
Park, J., Chang, Y., Choi, H. R., Kim, J. H., Seo, S. W., Ryu, H. J., Kwon, R., Lim, G. Y., ... & Ryu, S. (2024). Overactive bladder and cognitive impairment in middle-aged women: A cross-sectional study. Maturitas, 108042.
Choi, H. R., Chang, Y., Park, J., Cho, Y., Kim, C., Kwon, M. J., Kang, J., Kwon, R., Lim, G. Y., ... & Ryu, S. (2024). Early-onset vasomotor symptoms and development of depressive symptoms among premenopausal women. Journal of Affective Disorders, 354, 376-384.
Choi, H. R., Chang, Y., Kim, Y., Cho, Y., Kang, J., Kwon, M. J., Kwon, R., Lim, G. Y., ... & Ryu, S. (2022). Ideal cardiovascular health metrics and risk of incident early-onset vasomotor symptoms among premenopausal women. The Journal of Clinical Endocrinology & Metabolism, 107(9), 2666-2673.
Lim, G. Y., Chang, Y., Kim, I., Ryu, S., Kwon, R., & Song, J. (2023). Long working hours and increased risks of lean non-alcoholic fatty liver disease among Korean men and women. Scientific Reports, 13(1), 12230.
HR Choi, Y Chang, Y Kim, Y Cho, MJ Kwon, J Kang, R Kwon, GY Lim, ... & Ryu, S. (2023). Vasomotor and other menopause symptoms and the prevalence of ideal cardiovascular health metrics among premenopausal stage women. Menopause, 30(7), 750-757.
Lim, G. Y., Jung, N. Y., Jun, K. Y., Kang, J. Y., Kim, M. K., Lee, H. E., ... & Kim, Y. M. (2022). Pregnancy loss and income in the republic of Korea using national health insurance service data, 2008–2014. BMC Public Health, 22(1), 188.
S Namgoung, Y Chang, CY Woo, Y Kim, J Kang, R Kwon, GY Lim, ... & Ryu, S. (2022). Metabolically healthy and unhealthy obesity and risk of vasomotor symptoms in premenopausal women: Cross‐sectional and cohort studies. BJOG: An International Journal of Obstetrics & Gynaecology, 129(11), 1926-1934.
HR Choi, Y Chang, Y Kim, J Kang, MJ Kwon, R Kwon, GY Lim, KH Kim, ... & Ryu, S. (2022). High low-density lipoprotein cholesterol level is associated with an increased risk of incident early-onset vasomotor symptoms. Scientific reports, 12(1), 14652.
SJ NamGoung, Y Chang, Y Kim, H Kim, IY Cho, R Kwon, GY Lim, ... & Ryu, S. (2022). Low anti-Müllerian hormone levels are associated with an increased risk of incident early-onset vasomotor symptoms among premenopausal women. Scientific reports, 12(1), 11904.
Cho, Y., Chang, Y., Choi, H. R., Kang, J., Kwon, R., Lim, G. Y., ... & Ryu, S. (2022). Nonalcoholic fatty liver disease and risk of early-onset vasomotor symptoms in lean and overweight premenopausal women. Nutrients, 14(14), 2805.
Kim, Y., Chang, Y., Cho, I. Y., Kwon, R., Lim, G. Y., Jee, J. H., ... & Kang, M. (2022). The Prevalence of thyroid dysfunction in Korean women undergoing routine health screening: a cross-sectional study. Thyroid, 32(7), 819-827.
Kwon, R., Chang, Y., Kim, Y., Cho, Y., Choi, H. R., Lim, G. Y., ... & Ryu, S. (2022). Alcohol consumption patterns and risk of early-onset vasomotor symptoms in premenopausal women. Nutrients, 14(11), 2276.
An, S. Y., Kim, Y., Kwon, R., Lim, G. Y., Choi, H. R., Namgoung, S., ... & Ryu, S. (2022). Depressive symptoms and suicidality by menopausal stages among middle-aged Korean women. Epidemiology and psychiatric sciences, 31, e60.
Lim, G. Y., Jang, T. W., Sim, C. S., Ahn, Y. S., & Jeong, K. S. (2020). Comparison of cortisol level by shift cycle in Korean firefighters. International Journal of Environmental Research and Public Health, 17(13), 4760.
Ryu, J. S., & Lim, G. Y. (2015). Impact shock components and attenuation in flat foot running. Korean Journal of Sport Biomechanics, 25(3), 283-291.
Lim, G. Y., & Ryu, J. S. (2015). Kinematic Analysis of Veering when It Appears in a that Person with Visual Impairments in Walk Straight－A single case study, sport science, 32(2), 123-130

닫기

안지인

안지인Jiin Ahn

코호트연구소/보건통계

연구분야데이터메니지먼트, 의료통계

안지인

안지인Jiin Ahn

코호트연구소/보건통계

연구과제

지원부처	사업명	과제명	사업기간
질병관리청		갱년기 여성의 만성질환 예방관리를 위한 전향적 연구	2014~현재
질병관리청		폐경기 증상에 대한 행동 양식과 여성건강관련 실태 조사	2012.10~13.05

Choi HR, Chang Y, Park J, Cho Y, Kim C, Kwon MJ, Kang J, Kwon R, Lim GY, Ahn J, et al. Early-onset vasomotor symptoms and development of depressive symptoms among premenopausal women. J Affect Disord. 2024 Jun 1:354:376-384. doi: 10.1016/j.jad.2024.03.083."
Park J, Chang Y, Choi HR, Kim JH, Seo SW, Ryu HJ, Cho Y, Kim C, Kwon R, Lim GY, Ahn J, et al. Overactive bladder and cognitive impairment in middle-aged women: A cross-sectional study. Maturitas. 2024 Sep:187:108042. doi: 10.1016/j.maturitas.2024.108042
Park J, Chang Y, Kim JH, Choi HR, Kwon R, Lim GY, Ahn J, et al. Menopausal stages and overactive bladder symptoms in middle-aged women: A cross-sectional study. BJOG. 2024 Jul 11. doi: 10.1111/1471-0528.17912
Chang Y, Yoon SH, Kwon R, Kang J, Kim YH, Kim JM, Chung HJ, Choi J, Jung HS, Lim GY, Ahn J, et al. Automated Comprehensive CT Assessment of the Risk of Diabetes and Associated Cardiometabolic Conditions. Radiology. 2024 Aug;312(2):e233410. doi: 10.1148/radiol.233410.
Cho Y, Chang Y, Choi HR, Kang J, Kwon R, Lim GY, Ahn J, et al. Nonalcoholic Fatty Liver Disease and Risk of Early-Onset Vasomotor Symptoms in Lean and Overweight Premenopausal Women. Nutrients. 2022 Jul 8;14(14):2805. doi: 10.3390/nu14142805.
Park HY, Chang Y, Kang D, Hong YS, Zhao D, Ahn J, et al. Blood eosinophil counts and the development of obstructive lung disease: the Kangbuk Samsung Health Study. Eur Respir J. 2021 Oct 7;58(4):2003823. doi: 10.1183/13993003.03823-2020.
Kim K, Chang Y, Ahn J, et al. Low Levels of Alcohol Consumption and Risk of Intestinal Metaplasia: A Cohort Study. Cancer Epidemiol Biomarkers Prev. 2020 Dec;29(12):2633-2641. doi: 10.1158/1055-9965
Kim E, Chang Y, Ahn J, et al. Menopausal Transition, Body Mass Index, and Prevalence of Mammographic Dense Breasts in Middle-Aged Women. J Clin Med2020 Jul 30;9(8):2434. doi: 10.3390/jcm9082434.5.
Kim E, Chang Y, Ahn J, et al. Mammographic breast density, its changes, and breast cancer risk in premenopausal and postmenopausal women.Cancer. 2020 Nov 1;126(21):4687-4696. doi: 10.1002/cncr.33138
Chang Y, Cho J, Cho YK, Cho A, Hong YS, Zhao D, Ahn J, et al. Alcoholic and Nonalcoholic Fatty Liver Disease and Incident Hospitalization for Liver and Cardiovascular Diseases. Clin Gastroenterol Hepatol. 2020 Jan;18(1):205-215.e7. doi: 10.1016/j.cgh.2019.05.004.
Yang HJ, Kang D, Chang Y, Ahn J, et al. Diabetes mellitus is associated with an increased risk of gastric cancer: a cohort study. Gastric Cancer. 2020 May;23(3):382-390. doi: 10.1007/s10120-019-01033-8
Chang Y, Ryu S, Kim Y, Cho YK, Sung E, Kim HN, Ahn J, et al. Low Levels of Alcohol Consumption, Obesity, and Development of Fatty Liver With and Without Evidence of Advanced Fibrosis. Hepatology. 2020 Mar;71(3):861-873. doi: 10.1002/hep.30867.
Kim K, Chang Y, Ahn J, et al. Body Mass Index and Risk of Intestinal Metaplasia: A Cohort Study. Cancer Epidemiol Biomarkers Prev. 2019 Apr;28(4):789-797. doi: 10.1158/1055-9965.EPI-18-0733.
Kim K, Chang Y, Ahn J, et al. Smoking and Urinary Cotinine Levels Are Predictors of Increased Risk for Gastric Intestinal Metaplasia. Cancer Res. 2019 Feb 1;79(3):676-684. doi: 10.1158/0008-5472.CAN-18-2268
Kang J, Chang Y, Ahn J, et al. Neutrophil-to-lymphocyte ratio and risk of lung cancer mortality in a low-risk population: A cohort study. Int J Cancer. 2019 Dec 15;145(12):3267-3275. doi: 10.1002/ijc.32640
Cho A, Chang Y Ahn J, et al. Cigarette smoking and thyroid cancer risk: a cohort study. Br J Cancer. 2018 Aug;119(5):638-645. doi: 10.1038/s41416-018-0224-5.
Kim B, Chang Y, Ahn J, et al. Metabolic syndrome, insulin resistance, and mammographic density in pre- and postmenopausal women. Breast Cancer Res Treat. 2015 Sep;153(2):425-34. doi: 10.1007/s10549-015-3544-7

닫기

최혜린

최혜린Hye Rin Choi

헬스케어데이터센터

연구분야만성질환 역학, 여성건강, 코호트연구, 디지털 헬스케어

최혜린

최혜린Hye Rin Choi

헬스케어데이터센터

연구과제

지원부처	사업명	과제명	사업기간
내부과제	-	모바일 만성질환 관리 서비스의 효과성 및 단기/장기 건강 영향 평가 연구	2023.06.~ 2026.06.
삼성전자DS(주)	-	무선 연속모니터링 체온계와 대조 및 표준체온계와의 발열 시 온도측정 상관성 연구	2024.06.~ 2025.12.
보건복지부	2023 국민건강 스마트관리 연구개발사업	단양군민 대상 스마트 만성질환관리를 위한 스마트 통합케어 서비스 모델 개발 및 실증	2023.04.~ 2024.12.
보건복지부	2021 국민건강 스마트관리 연구개발 사업	국민건강 스마트관리 사업을 위한 상호운용성과 보안 프레임 구축 및 운영	2021.06.~ 2024.12.
질병관리청	2023 국가보건의료연구인프라 구축 사업	갱년기 여성의 만성질환 예방관리를 위한 전향적 연구(10~12차년도)	2023.04.~ 2025.12.
과기정통부	개인기초연구	유방암 검진 환경에서 유방촬영 상의 이미지 패턴 학습을 통한 이미지 마커 규명 및 심혈관질환 위험도 통합 예측모델 개발	2021.03.~ 2024.02.
(주)루닛	-	유방암 검진세팅에서 시간에 따른 유방 촬영 이미지 변화학습을 통한 인공지능 기반 유방암 진단 및 예측도구 개발 및 검증, 치밀유방 및 향후 유방암 발생 위험도에 따른 유방암 검진 전략 제안	2020.12.~ 2023.12.
질병관리청	2020 국가보건의료연구인프라 구축 사업	갱년기 여성의 만성질환 예방관리를 위한 전향적 연구(7~9차년도)	2020.02.~ 2022.12.
과기정통부	SW컴퓨팅산업원천기술개발(R&D)	빅데이터 품질 평가 도구 개발	2017.04~ 2019.12.
환경부	생활공감환경보건기술(R&D)	실내 라돈 개인기반 노출평가 및 통합 위해관리 기술개발	2015.05.~ 2019.09.
보건복지부	질환극복기술개발	심뇌혈관질환의 원인연구를 위한 바이오마커와 질병예측모형 개발	2013.07.~ 2018.06.
보건복지부	질환극복기술개발	환경성안질환의 바이오마커 개발을 위한 지역사회연구	2013.06.~ 2018.05.

Choi, H. R., Chang, Y., Park, J., Cho, Y., Kim, C., Kwon, M. J., ... & Ryu, S. (2024). Early-onset vasomotor symptoms and development of depressive symptoms among premenopausal women. Journal of Affective Disorders, 354, 376-384.
Park, J., Chang, Y., Choi, H. R., Kim, J. H., Seo, S. W., Ryu, H. J., ... & Ryu, S. (2024). Overactive bladder and cognitive impairment in middle-aged women: A cross-sectional study. Maturitas, 108042.
Choi, H. R., Chang, Y., Kim, Y., Cho, Y., Kwon, M. J., Kang, J., ... & Ryu, S. (2023). Vasomotor and other menopause symptoms and the prevalence of ideal cardiovascular health metrics among premenopausal stage women. Menopause, 30(7), 750-757.
Choi, H. R., & Kim, H. C. (2023). Age at first childbirth and the risk of hypertriglyceridemia among Korean women. Epidemiology and health, 45.
Choi, H. R., Chang, Y., Kim, Y., Cho, Y., Kang, J., Kwon, M. J., ... & Ryu, S. (2022). Ideal cardiovascular health metrics and risk of incident early-onset vasomotor symptoms among premenopausal women. The Journal of Clinical Endocrinology & Metabolism, 107(9), 2666-2673.
Choi, H. R., Chang, Y., Kim, Y., Kang, J., Kwon, M. J., Kwon, R., ... & Ryu, S. (2022). High low-density lipoprotein cholesterol level is associated with an increased risk of incident early-onset vasomotor symptoms. Scientific reports, 12(1), 14652.
An, S. Y., Kim, Y., Kwon, R., Lim, G. Y., Choi, H. R., Namgoung, S., ... & Ryu, S. (2022). Depressive symptoms and suicidality by menopausal stages among middle-aged Korean women. Epidemiology and psychiatric sciences, 31, e60.
Kwon, R., Chang, Y., Kim, Y., Cho, Y., Choi, H. R., Lim, G. Y., ... & Ryu, S. (2022). Alcohol consumption patterns and risk of early-onset vasomotor symptoms in premenopausal women. Nutrients, 14(11), 2276.
NamGoung, S., Chang, Y., Kim, Y., Kim, H., Cho, I. Y., Kwon, R., ... & Ryu, S. (2022). Low anti-Müllerian hormone levels are associated with an increased risk of incident early-onset vasomotor symptoms among premenopausal women. Scientific reports, 12(1), 11904.
Cho, Y., Chang, Y., Choi, H. R., Kang, J., Kwon, R., Lim, G. Y., ... & Ryu, S. (2022). Nonalcoholic fatty liver disease and risk of early-onset vasomotor symptoms in lean and overweight premenopausal women. Nutrients, 14(14), 2805.
Namgoung, S., Chang, Y., Woo, C. Y., Kim, Y., Kang, J., Kwon, R., ... & Ryu, S. (2022). Metabolically healthy and unhealthy obesity and risk of vasomotor symptoms in premenopausal women: Cross‐sectional and cohort studies. BJOG: An International Journal of Obstetrics & Gynaecology, 129(11), 1926-1934.
Choi, H. R., Ha, B., Jeon, Y. J., Youm, Y., Kim, H. C., & Jung, S. J. (2021). Gender role stereotypes, patriarchal attitudes, and cognitive function in the elderly rural Korean population: a cross-sectional study. Epidemiology and Health, 43.
Choi, H. R., Kim, N. H., Lee, J. M., Choi, D. P., Seo, Y., Cho, W. K., ... & Kim, H. C. (2021). Risk factors influencing the occurrence and severity of symptomatic dry eye syndrome: a cross-sectional study. Ophthalmic Epidemiology, 28(6), 488-494.
Choi, H. R., Rim, T. H., Lee, J. H., Lee, S. W., Baek, J., Kim, K., ... & Kim, H. C. (2020, January). Prevalence of and factors related with abnormal fundoscopic findings among the elderly population in a rural community in South Korea. In Seminars in Ophthalmology (Vol. 35, No. 1, pp. 41-49). Taylor & Francis.
Choi, H. R., Lee, J. H., Lee, H. K., Song, J. S., & Kim, H. C. (2020). Association between dyslipidemia and dry eye syndrome among the Korean middle-aged population. Cornea, 39(2), 161-167.
Choi, H. R., Lee, S. W., Jeon, D. H., Hur, N. W., Youm, Y., & Kim, H. C. (2019). Association between estimated glomerular filtration rate (eGFR) and asymmetric dimethylarginine (ADMA) concentrations among the elderly in a rural community: a cross-sectional study. BMC geriatrics, 19, 1-9.
Lee, S. W., Shim, J. S., Song, B. M., Lee, H. J., Bae, H. Y., Park, J. H., ... & Kim, H. C. (2018). Comparison of self-reported and accelerometer-assessed measurements of physical activity according to socio-demographic characteristics in Korean adults. Epidemiology and health, 40.
최혜린, 이승원, 김영아, 이종호, 고홍, & 김현창. (2017). 의료기관 빅데이터 품질관리의 필요성과 사례 분석. 한국빅데이터학회지, 2(2), 67-74.
Choi, H. R., Lee, S. W., Yeom, H., Jeon, D. H., Kim, H. C., & Youm, Y. (2017). Association between vitamin D status and asymmetric dimethylarginine (ADMA) concentration in the Korean elderly population. Maturitas, 102, 13-17.

닫기

박유진

박유진Yujin Park

미래헬스케어팀

연구분야데이터사이언스, 의료정보학, 의료 빅데이터, 디지털 헬스케어, 맞춤형 정보제공 알고리즘 개발

박유진

박유진Yujin Park

미래헬스케어팀

연구과제

지원부처	사업명	과제명	사업기간
한국보건산업진흥원	일차의료 기반 만성질환 관리 서비스 개발	PHR 표준화 및 분석 그리고 맞춤형 콘텐츠 추천	2022-05-01~2024-12-31
국립정신건강센터	데이터 플랫폼 구축	자폐스펙트럼장애 디지털 헬스 빅데이터 구축 및 인공지능 기반 선별·진단보조·예측 기술 개발	2022-04-07~2024-12-31
한국보건산업진흥원	국민건강 스마트관리 연구개발	국민건강 스마트관리 사업을 위한 상호운용성과 보안 프레임 구축 및 운영	2021-06-01~2024-12-31
정보통신기획평가원	연구지원	의료 빅데이터 융합 전문가 인력 양성을 위한 비정형 빅데이터의 정형화 기술 및 분석 플랫폼 개발	2018-07-01~2023-12-31
한국산업기술평가관리원	PHR 기반 개인 맞춤형 건강관리 시스템	시장 경쟁력 향상을 위한 PHR 데이터 표준 및 가이드라인 개발	2018-11-01~2022-04-30
한국보건산업진흥원	의료데이터 프라이버시 보존 컴퓨팅 기술개발	분산형 인공지능 연합학습 지원을 위한 통계적 방법론 개발	2019-07-25~2021-12-31

Kim YE, Kim SH, Kim SP, Park Y, Kim SH, Lee SH, Choi HJ, Jeong IS, Oh SH, Yoon HJ, Kim KM. Epidemiology of pediatric inflammatory bowel disease categorized by age subgroups in Korea. Pediatr Int. 2024 Jan-Dec;66(1):e15786.
Hwang IC, Ahn HY, Park Y, Kim YS. The STOP-BANG score and lung function in a general population. J Res Med Sci. 2024; 29(1), 52.
Park Y, Kim SH, Yoon HJ. Quality controlled YouTube content intervention for enhancing health literacy and health behavioural intention: A randomized controlled study. Digit Health. 2024 Jun 17;10:20552076241263691.
Park Y, Kim SH, Ryu J, Yoon HJ. Association of midlife body-weight variability and cycles with earlier dementia onset: a nationwide cohort study. Alzheimers Res Ther. 2024 Apr 25;16(1):91.
Kim S, Jung T, Sohn DK, Chae Y, Kim YA, Kang SH, Park Y, Chang YJ. The Multidomain Metaverse Cancer Care Digital Platform: Development and Usability Study. JMIR Serious Games. 2023 Nov 30;11:e46242.
Kim JY, Park Y, Kim SH, Kim SP, Park SW, Yoon HJ. Effect of Ambient Air Pollutants on the Medical Costs of Allergic Rhinitis in Seoul, Korea. Laryngoscope. 2023 Aug;133(8):1828-1833.
Kim HK, Park Y, Park Y, Choi E, Kim S, You H, Bae YS. Identifying alcohol-related information from unstructured bilingual clinical notes with multilingual transformers. IEEE Access, 11, 16066-16075.
Kim SH, Park Y, Kim SP, Lee SH, Oh SH, Yang SK, Yoon HJ, Kim KM. Shift to a Younger Age and Regional Differences in Inflammatory Bowel Disease in Korea: Using Healthcare Administrative Data. Dig Dis Sci. 2022 Nov;67(11):5079-5089.
Park Y, Kim SH, Kim SP, Ryu J, Yi J, Kim JY, Yoon HJ. Spatial autocorrelation may bias the risk estimation: An application of eigenvector spatial filtering on the risk of air pollutant on asthma. Sci Total Environ. 2022 Oct 15;843:157053.
Bae YS, Park Y, Lee SM, Seo HH, Lee H, Ko T, Lee E, Park SM, Yoon, H. J. Development of blockchain-based health information exchange platform using hl7 fhir standards: usability test. IEEE Access. 2022;10, 79264-79271.
Ryu J, Park Y, Kim HW, Kim NH, Kim SH, Lee SM, Bae YS, Yoon HJ. Association between higher variability in kidney function and long-term mortality. Nephrology (Carlton). 2022 Jun;27(6):519-527.
Bae YS, Park Y, Kim T, Ko T, Kim MS, Lee E, Kim HC, Yoon HJ. Development and Pilot-Test of Blockchain-Based MyHealthData Platform. Applied Sciences. 2021; 11(17):8209.
Choi SH, Kim KE, Park Y, Ju YW, Jung JG, Lee ES, Lee HB, Han W, Noh DY, Yoon HJ, Moon HG. Effects of tamoxifen and aromatase inhibitors on the risk of acute coronary syndrome in elderly breast cancer patients: An analysis of nationwide data. Breast. 2020 Dec;54:25-30.
Park Y, Yoon HJ. Understanding Personal Health Record and Facilitating its Market. Healthc Inform Res. 2020 Jul;26(3):248-250.

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