Jiancheng Ye, PhD

Jiancheng Ye, PhD

Weill Cornell Medicine, Cornell University

About Me

I am an Assistant Professor at Weill Cornell Medicine and a faculty advisor for the Electrical & Computer Engineering Program at Northwestern University. I am intersted in the intersection of clinical and medical informatics, population health, and health equity. My research efforts encompass three areas: 1) leveraging large cohort, clinical informatics, phenotyping, large language models, and big data harmonization methods and tools to study the patients’ health states across the life course in vulnerable populations worldwide; 2) applying digital health and health information technology to improve health care equity; and 3) using data science and implementation research to contextualize, evaluate, scale, and increase the impact of evidence-based interventions across diverse global settings. You can also find me on Google scholar.

I am an active member of American Medical Informatics Association (AMIA), including Diversity, Equity, and Inclusion (DEI) Committee, and Philanthropic Committee.

Selected Publications

Ye J*, Orji IA, Birkett MA, Hirschhorn LR, Walunas TL, Smith JD, Kandula NR, Shedul GL, Huffman MD, Ojji DB. Community-based participatory research and system dynamics modeling for improving retention in hypertension care. JAMA Netw Open. 2024 Aug 1;7(8):e2430213. PMID: 39190307; PMCID: PMC11350485.

Ye J*, Hai J, Song J, Wang Z. Multimodal data hybrid fusion and natural language processing for clinical prediction models. AMIA Jt Summits Transl Sci Proc. 2024 May 31;2024:191-200. PMID: 38827058; PMCID: PMC11141806.

Ye J*, Woods D, Jordan N, Starren J. The role of artificial intelligence for the application of integrating electronic health records and patient-generated data in clinical decision support. AMIA Jt Summits Transl Sci Proc. 2024 May 31;2024:459-467. PMID: 38827061; PMCID: PMC11141850.

Ye J*. Transforming and facilitating health care delivery through social networking platforms: evidences and implications from WeChat. JAMIA Open. 2024 May 30;7(2):ooae047. PMID: 38818115; PMCID: PMC11138362.

Ye J*, Sanuade OA, Hirschhorn LR, Walunas TL, Smith JD, Birkett MA, Baldridge AS, Ojji DB, Huffman MD. Interventions and contextual factors to improve retention in care for patients with hypertension in primary care: Hermeneutic systematic review. Prev Med. 2024 Mar;180:107880. PMID: 38301908; PMCID: PMC10919242.

Ye J, Xiong S, Wang T, Li J, Cheng N, Tian M, Yang Y. The Roles of Electronic Health Records for Clinical Trials in Low- and Middle-Income Countries: Scoping Review. JMIR Med Inform. 2023 Nov 22;11:e47052. PMID: 37991820; PMCID: PMC10701650.

Ye J*, He L, Beestrum M. Implications for implementation and adoption of telehealth in developing countries: a systematic review of China’s practices and experiences. NPJ Digit Med. 2023 Sep 18;6(1):174. PMID: 37723237; PMCID: PMC10507083.

Ye J*. Patient safety of perioperative medication through the lens of digital health and artificial intelligence. JMIR Perioper Med. 2023 May 31;6:e34453. PMID: 37256663.

Ye J*, Hai J, Wang Z, Wei C, Song J. Leveraging natural language processing and geospatial time series model to analyze COVID-19 vaccination sentiment dynamics on Tweets. JAMIA Open. 2023 Apr 12;6(2):ooad023. PMID: 37063408; PMCID: PMC10097455.

Ye J*, Ren Z. Examining the impact of sex differences and the COVID-19 pandemic on health and health care: findings from a national cross-sectional study. JAMIA Open. 2022 Sep 28;5(3):ooac076. PMID: 36177395; PMCID: PMC9494404.

Ye J*, Orji IA, Baldridge AS, Ojo TM, Shedul G, Ugwuneji EN, Egenti NB, Aluka-Omitiran K, Okoli RCB, Eze H, Nwankwo A, Hirschhorn LR, Chopra A, Ale BM, Shedul GL, Tripathi P, Kandula NR, Huffman MD, Ojji DB; Hypertension Treatment in Nigeria Program Investigators. Characteristics and patterns of retention in hypertension care in primary care settings from the Hypertension Treatment in Nigeria program. JAMA Netw Open. 2022 Sep 1;5(9):e2230025. PMID: 36066896.

Ye J*, Woods D, Bannon J, Bilaver L, Kricke G, McHugh M, Kho A, Walunas T. Identifying contextual factors and strategies for practice facilitation in primary care quality improvement using an informatics-driven model: framework development and mixed methods case study. JMIR Hum Factors. 2022 Jun 24;9(2):e32174. PMID: 35749211.

Ye J*, Wang Z, Hai J. Social networking service, patient-generated health data, and population health informatics: national cross-sectional study of patterns and implications of leveraging digital technologies to support mental health and well-being. J Med Internet Res. 2022 Apr 29;24(4):e30898. PMID: 35486428; PMCID: PMC9107051.

Ye J*. Design and development of an informatics-driven implementation research framework for primary care studies. AMIA Annu Symp Proc. 2022 Feb 21;2021:1208-1214. PMID: 35308925; PMCID: PMC8861697.

Ye J*, Ma Q. The effects and patterns among mobile health, social determinants, and physical activity: a nationally representative cross-sectional study. AMIA Annu Symp Proc. 2021 May 17;2021:653-662. PMID: 34457181; PMCID: PMC8378627.

Ye J*. The impact of electronic health record-integrated patient-generated health data on clinician burnout. J Am Med Inform Assoc. 2021 Apr 23;28(5):1051-1056. PMID: 33822095; PMCID: PMC8068436.

Ye J*. Health information system’s responses to COVID-19 pandemic in china: a national cross-sectional study. Appl Clin Inform. 2021 Mar;12(2):399-406. PMID: 34010976; PMCID: PMC8133837.

Ye J*. The role of health technology and informatics in a global public health emergency: practices and implications from the COVID-19 pandemic. JMIR Med Inform. 2020;8(7):e19866. PMID: 32568725; PMCID: PMC7388036.

Ye J, Zhang R, Bannon JE, Wang AA, Walunas TL, Kho AN, Soulakis ND. Identifying practice facilitation delays and barriers in primary care quality improvement. J Am Board Fam Med. 2020; 33(5): 655-664. PMID: 32989060.

Ye J, Sanchez-Pinto LN. Three data-driven phenotypes of multiple organ dysfunction syndrome preserved from early childhood to middle adulthood. AMIA Annu Symp Proc. 2021 Jan 25;2020:1345-1353. PMID: 33936511; PMCID: PMC8075454.

Ye J*. Pediatric mental and behavioral health in the period of quarantine and social distancing with COVID-19. JMIR Pediatr Parent. 2020 Jul 28;3(2):e19867. PMID: 32634105; PMCID: PMC7389340.

Ye J, Yao L, Shen J, Janarthanam R, Luo, Y. (2020). Predicting mortality in critically ill patients with diabetes using machine learning and clinical notes. BMC Medical Informatics and Decision Making, 20(11), 1-7. PMID: 33380338 PMCID: PMC7772896.

Ye J, Li N, Lu Y, et al. A portable urine analyzer based on colorimetric detection. Analytical Methods. 2017;9(16):2464-71. DOI: 10.1039/C7AY00780A.

Grants and Fundings

  • iRise: Willingness of Low-and Middle- Income Country-based Health Workers to Respond to Public Health Emergencies and Disasters - an mHealth Intervention Study. NIH/Fogarty (R21/R33 TW012210)

  • Using Artificial Intelligence and Mobile Integrated Health to Detect Undiagnosed Structural Heart Disease in the Emergency Department. Emergency Medicine Foundation

  • Machine Learning to Understand Complex Exposures to Social Determinants of Health and Heart Failure. American Heart Association

  • Northwestern Primary Care Practice-Based Research Program (NP3) Grant. Northwestern University Clinical and Translational Sciences Institute’s (NUCATS)

Experiences

  • Hypertension Treatment in Nigeria Program, National Heart, Lung, and Blood Institute (R01HL144708)
  • Healthy Hearts in the Heartland Program, Agency for Healthcare Research and Quality (R18HS023921)
  • INtervention in Small Primary care practices to Implement Reduction in unhealthy alcohol usE (INSPIRE), Agency for Healthcare Research and Quality (R18HS027088)

Mentorship

  • Capstone advisor, Master in Biostatistics and Data Science Program, Weill Cornell Medicine, Cornell University
  • Capstone advisor, Master in Health Informatics Program, Weill Cornell Medicine, Cornell University
  • Research advisor, Medical Research Associate Pogram, Weill Cornell Medicine , Cornell University
  • Research advisor, Electrical & Computer Engineering Program, Northwestern University

Copyright © Jiancheng Ye.