Jiang Bian

University of Florida

PO Box 117165, 201 Stuzin Hall

Gainesville, FL 32610-0496

United States

SCHOLARLY PAPERS

4

DOWNLOADS

260

TOTAL CITATIONS

0

Scholarly Papers (4)

Actions:
Email selected abstracts
1.

Me-LLaMA: Medical Foundation Large Language Models for Comprehensive Text Analysis and Beyond

Number of pages: 18 Posted: 04 Sep 2024
Qianqian Xie, Qingyu Chen, Aokun Chen, Cheng Peng, Yan Hu, Fongci Lin, Xueqing Peng, Jimin Huang, Jeffrey Zhang, Vipina K. Keloth, Xinyu Zhou, Lingfei Qian, Huan He, Dennis Shung, Lucila Ohno-Machado, Yonghui Wu, Hua Xu and Jiang Bian
Yale University, Yale University, University of Florida, University of Florida, University of Texas at Houston - Health Science Center at Houston (UTHealth), Yale University, Yale University, Yale University, Yale University, Yale University, Yale University, Yale University, Yale University, Yale University - Department of Medicine, Yale University, University of Florida, Yale University and University of Florida
Downloads 99 (589,993)

Abstract:

Loading...

medical large language models, medical text analysis, clinical diagnosis reasoning

2.

GatorCLR: Personalized Predictions of Patient Outcomes on Electronic Health Records Using Self-Supervised Contrastive Graph Representation

Number of pages: 42 Posted: 18 Dec 2024
Yuxi Liu, Zhenhao Zhang, Jiacong Mi, Shirui Pan, Tianlong Chen, Yi Guo, Xing He and Jiang Bian
University of Florida, The University of Adelaide, Monash University, Griffith University, affiliation not provided to SSRN, University of Florida, University of Florida and University of Florida
Downloads 87 (640,425)

Abstract:

Loading...

Electronic Health Record, Patient Outcome Prediction, Contrastive Self-supervised Learning, Time-aware Representation Learning

3.

Leveraging Undecided Cases in Chart-Reviewed Phenotypes to Enhance Ehr-Based Association Studies

Number of pages: 39 Posted: 13 Nov 2024
Xinyao Jian, Dazheng Zhang, Zehao Yu, Hua Xu, Jiang Bian, Yonghui Wu, Jiayi Tong and Yong Chen
affiliation not provided to SSRN, University of Pennsylvania, affiliation not provided to SSRN, Yale University, University of Florida, University of Florida, University of Pennsylvania and University of Pennsylvania
Downloads 37 (981,947)

Abstract:

Loading...

association study, Electronic Health Records, phenotyping error, outcome-dependent sampling, augmented estimation, manual chart review

4.

Pm2.5 Components and Onset of Gestational Diabetes Mellitus: Identifying Susceptible Exposure Windows

Number of pages: 37 Posted: 28 Mar 2022
Yi Zheng, Jiang Bian, Jaime Hart, Francine Laden, Tony Wen, Jinying Zhao, Huaizhen Qin and Hui Hu
University of Florida - College of Public Health and Health Professions, University of Florida, Harvard University, Harvard University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Harvard University - Harvard Medical School
Downloads 37 (981,947)

Abstract:

Loading...

Onset of gestational diabetes mellitus, PM2.5 components, Critical exposure windows, Residential history, Birth records data, Electronic health records