Publications by authors named "Jiancheng Ye"

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Echo-Vision-FM: a pre-training and fine-tuning framework for echocardiogram video vision foundation model.
Ziyang Zhang, Qinxin Wu, Sirui Ding, Xiaolong Wang, Jiancheng Ye

Nat Commun· December 2025

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Using shared clinical decision support to reduce adverse drug events and improve patient safety.
Jiancheng Ye, Sophie Bronstein

Front Digit Health· December 2025

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Implementation outcomes from the Hypertension Treatment in Nigeria program: results from a type 2 hybrid interrupted time series trial.
Jiancheng Ye, Lisa R Hirschhorn, Abigail S Baldridge, Erica L Jamro, Ikechukwu A Orji, Nanna R Ripiye, Guhan Iyer

Implement Sci· November 2025

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Artificial Intelligence in Anesthesiology Drug Administration.
Jiancheng Ye, Sophie Bronstein

Anesthesiol Clin· September 2025

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Predicting mortality in critically ill patients with hypertension using machine learning and deep learning models.
Ziyang Zhang, Jiancheng Ye

Front Cardiovasc Med· September 2025

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Contextual factors and implementation strategies for a multi-level community-based sodium reduction intervention in Chicago's South Side: a qualitative study.
Olutobi A Sanuade, Allison J Carroll, Ricky Watson, Jiancheng Ye, Jennie L Hill

Int J Behav Nutr Phys Act· July 2025

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Predicting survival time for critically ill patients with heart failure using conformalized survival analysis.
Xiaomeng Wang, Zhimei Ren, Jiancheng Ye

AMIA Jt Summits Transl Sci Proc· June 2025

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Machine learning-based infection diagnostic and prognostic models in post-acute care settings: a systematic review.
Zidu Xu, Danielle Scharp, Mollie Hobensack, Jiancheng Ye, Jungang Zou

J Am Med Inform Assoc· January 2025

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Distilling the knowledge from large-language model for health event prediction.
Sirui Ding, Jiancheng Ye, Xia Hu, Na Zou

Sci Rep· December 2024

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Enhancing hypertension education of community health extension workers in Nigeria's federal capital territory: the impact of the extension for community healthcare outcomes model on primary care, a quasi-experimental study.
Abigail S Baldridge, Ikechukwu A Orji, Gabriel L Shedul, Guhan Iyer, Erica L Jamro, Jiancheng Ye

BMC Prim Care· September 2024

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Author Correction: Fixed-dose combination therapy for the prevention of atherosclerotic cardiovascular disease.
Anubha Agarwal, Priya M Mehta, Tyler Jacobson, Nilay S Shah, Jiancheng Ye

Nat Med· August 2024

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Community-Based Participatory Research and System Dynamics Modeling for Improving Retention in Hypertension Care.
Jiancheng Ye, Ikechukwu A Orji, Michelle A Birkett, Lisa R Hirschhorn, Theresa L Walunas

JAMA Netw Open· August 2024

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Transforming and facilitating health care delivery through social networking platforms: evidences and implications from WeChat.
Jiancheng Ye

JAMIA Open· July 2024

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Multimodal Data Hybrid Fusion and Natural Language Processing for Clinical Prediction Models.
Jiancheng Ye, Jiarui Hai, Jiacheng Song, Zidan Wang

AMIA Jt Summits Transl Sci Proc· May 2024

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The role of artificial intelligence for the application of integrating electronic health records and patient-generated data in clinical decision support.
Jiancheng Ye, Donna Woods, Neil Jordan, Justin Starren

AMIA Jt Summits Transl Sci Proc· May 2024

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Fixed-dose combination therapy for the prevention of atherosclerotic cardiovascular disease.
Anubha Agarwal, Priya M Mehta, Tyler Jacobson, Nilay S Shah, Jiancheng Ye

Nat Med· April 2024

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Interventions and contextual factors to improve retention in care for patients with hypertension in primary care: Hermeneutic systematic review.
Jiancheng Ye, Olutobi A Sanuade, Lisa R Hirschhorn, Theresa L Walunas, Justin D Smith

Prev Med· March 2024

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The Roles of Electronic Health Records for Clinical Trials in Low- and Middle-Income Countries: Scoping Review.
Jiancheng Ye, Shangzhi Xiong, Tengyi Wang, Jingyi Li, Nan Cheng

JMIR Med Inform· November 2023

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Implications for implementation and adoption of telehealth in developing countries: a systematic review of China's practices and experiences.
Jiancheng Ye, Lu He, Molly Beestrum

NPJ Digit Med· September 2023

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Leveraging natural language processing and geospatial time series model to analyze COVID-19 vaccination sentiment dynamics on Tweets.
Jiancheng Ye, Jiarui Hai, Zidan Wang, Chumei Wei, Jiacheng Song

JAMIA Open· July 2023

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Patient Safety of Perioperative Medication Through the Lens of Digital Health and Artificial Intelligence.
Jiancheng Ye

JMIR Perioper Med· May 2023

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Fixed-dose combination therapy-based protocol compared with free pill combination protocol: Results of a cluster randomized trial.
Olutobi A Sanuade, Boni M Ale, Abigail S Baldridge, Ikechukwu A Orji, Gabriel L Shedul, Nonye Egenti, Jiancheng Ye

J Clin Hypertens (Greenwich)· February 2023

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Examining the impact of sex differences and the COVID-19 pandemic on health and health care: findings from a national cross-sectional study.
Jiancheng Ye, Zhimei Ren

JAMIA Open· October 2022

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Characteristics and Patterns of Retention in Hypertension Care in Primary Care Settings From the Hypertension Treatment in Nigeria Program.
Jiancheng Ye, Ikechukwu A Orji, Abigail S Baldridge, Tunde M Ojo, Grace Shedul, Nonye B Egenti

JAMA Netw Open· September 2022

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Hypertension Treatment in Nigeria (HTN) Program: rationale and design for a type 2 hybrid, effectiveness, and implementation interrupted time series trial.
Abigail S Baldridge, Kasarachi Aluka-Omitiran, Ikechukwu A Orji, Gabriel L Shedul, Tunde M Ojo, Nonye B Egenti, Jiancheng Ye

Implement Sci Commun· August 2022

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