Jimeng Sun - Publications, H-index & Citations

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Jimeng Sun

Keiji AI

84H-index

553Paper Count

2.8WCitation Count

Published Papers 54

Publication Date

Benchmarking and developing large language models using one million clinical trials

npj Digital Medicine

IF15.1

2026-07-31

OAAI

Zifeng Wang; Jiacheng Lin; Qiao Jin; Junyi Gao; Jathurshan Pradeepkumar; Pengcheng Jiang; Zhiyong Lu; Jimeng Sun

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Tutorial: guidance on the use of large language models for medical research

Nature Protocols

IF16

2026-07-24

PREAI

Qiao Jin; Nicholas Wan; Robert Leaman; Shubo Tian; Zhizheng Wang; Yifan Yang; Zifeng Wang; Guangzhi Xiong; Po-Ting Lai; Qingqing Zhu; Benjamin Hou; Maame Sarfo-Gyamfi; Gongbo Zhang; Aidan Gilson; Balu Bhasuran; Zhe He; Aidong Zhang; Jimeng Sun; Chunhua Weng; Ronald M. Summers; Qingyu Chen; Yifan Peng; Zhiyong Lu

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A multimodal vision-language model for comprehensive dental diagnosis and enhanced clinical practice

Nature Communications

IF15.7

2026-07-22

OAAI

Zijie Meng; Jin Hao; Xiwei Dai; Yang Feng; Jiaxiang Liu; Bin Feng; Huikai Wu; Xiaotang Gai; Hengchuan Zhu; Tianxiang Hu; Yangyang Wu; Hongxia Xu; Jin Li; Jun Xiao; Xiaoqiang Liu; Joey Tianyi Zhou; Fudong Zhu; Zhihe Zhao; Bing Fang; Lunguo Xia; Jimeng Sun; Jian Wu; Zuozhu Liu

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Empowering biomedical evidence exploration and synthesis with deep knowledge graph research

Nature Machine Intelligence

IF23.9

2026-07-02

PREAI

Zifeng Wang; Zheng Chen; Ziwei Yang; Xuan Wang; Qiao Jin; Yifan Peng; Zhiyong Lu; Jimeng Sun

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Regulatory Effects of Paclobutrazol and Uniconazole Mixture on the Morphology and Biomass Allocation of Amorpha fruticosa Seedlings

Plants

IF4.1

2026-03-04

OAAI

Jiapeng Zhang; Ning Liu; Keyan Wu; Xueli Zhang; Chengcheng Gao; Fenfen Liu; Jimeng Sun; Chenggong Liu

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Making large language models reliable data science programming copilots for biomedical research

Nature Biomedical Engineering

IF26.6

2026-01-22

PREAI

Zifeng Wang; Benjamin Danek; Ziwei Yang; Zheng Chen; Jimeng Sun

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Compliance and factuality of large language models for clinical research document generation

JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

IF4.6

2025-10-01

PREAI

Wang, Zifeng; Gao, Junyi; Danek, Benjamin; Theodorou, Brandon; Shaik, Ruba; Thati, Shivashankar; Won, Seunghyun; Sun, Jimeng

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TrialBench: Multi-Modal AI-Ready Datasets for Clinical Trial Prediction

Scientific Data

IF6.9

2025-09-26

OAAI

Jintai Chen; Yaojun Hu; Mingchen Cai; Yingzhou Lu; Yue Wang; Xu Cao; Miao Lin; Hongxia Xu; Jian Wu; Xiao Cao; Jimeng Sun; Yuqiang Li; Lucas Glass; Kexin Huang; Marinka Zitnik; Tianfan Fu

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Accelerating clinical evidence synthesis with large language models

npj Digital Medicine

IF15.1

2025-08-08

OAAI

Zifeng Wang; Lang Cao; Benjamin Danek; Qiao Jin; Zhiyong Lu; Jimeng Sun

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A perspective for adapting generalist AI to specialized medical AI applications and their challenges

npj Digital Medicine

IF15.1

2025-07-11

OAAI

Zifeng Wang; Hanyin Wang; Benjamin Danek; Ying Li; Christina Mack; Luk Arbuckle; Devyani Biswal; Hoifung Poon; Yajuan Wang; Pranav Rajpurkar; Cao Xiao; Jimeng Sun

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Improving medical machine learning models with generative balancing for equity and excellence

NPJ DIGITAL MEDICINE

IF15.1

2025-02-14

OAAI

Theodorou, Brandon; Danek, Benjamin; Tummala, Venkat; Kumar, Shivam Pankaj; Malin, Bradley; Sun, Jimeng

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An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontology- Enhanced Large Language Models: Development Study

JMIR MEDICAL INFORMATICS

IF3.8

2024-12-18

OAAI

Cao, Lang; Sun, Jimeng; Cross, Adam

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What radio waves tell us about sleep!

SLEEP

IF4.9

2024-08-19

OAAI

He, Hao; Li, Chao; Ganglberger, Wolfgang; Gallagher, Kaileigh; Hristov, Rumen; Ouroutzoglou, Michail; Sun, Haoqi; Sun, Jimeng; Westover, M. Brandon; Katabi, Dina

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Federated learning for multi-omics A performance evaluation in Parkinson's disease

PATTERNS

IF7.4

2024-03-01

OAAI

Danek, Benjamin P.; Makarious, Mary B.; Dadu, Anant; Vitale, Dan; Lee, Paul Suhwan; Singleton, Andrew B.; Nalls, Mike A.; Sun, Jimeng; Faghri, Faraz

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FRAMM: Fair ranking with missing modalities for clinical trial site selection

PATTERNS

IF7.4

2024-03-01

OAAI

Theodorou, Brandon; Glass, Lucas; Xiao, Cao; Sun, Jimeng

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DRG-LLaMA : tuning LLaMA model to predict diagnosis-related group for hospitalized patients

NPJ DIGITAL MEDICINE

IF15.1

2024-01-22

OAAI

Wang, Hanyin; Gao, Chufan; Dantona, Christopher; Hull, Bryan; Sun, Jimeng

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Synthesize high-dimensional longitudinal electronic health records via hierarchical autoregressive language model (vol 14, 5305, 2023)

NATURE COMMUNICATIONS

IF15.7

2023-11-21

OAAI

Theodorou, Brandon; Xiao, Cao; Sun, Jimeng

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Synthesize high-dimensional longitudinal electronic health records via hierarchical autoregressive language model

NATURE COMMUNICATIONS

IF15.7

2023-08-31

OAAI

Theodorou, Brandon; Xiao, Cao; Sun, Jimeng

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Effects of epileptiform activity on discharge outcome in critically ill patients in the USA: a retrospective cross-sectional study

LANCET DIGITAL HEALTH

IF24.1

2023-08-01

OAAI

Parikh, Harsh; Hoffman, Kentaro; Sun, Haoqi; Zafar, Sahar F.; Ge, Wendong; Jing, Jin; Liu, Lin; Sun, Jimeng; Struck, Aaron; Volfovsky, Alexander; Rudin, Cynthia; Westover, M. Brandon

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Evidence-driven spatiotemporal COVID-19 hospitalization prediction with Ising dynamics

NATURE COMMUNICATIONS

IF15.7

2023-05-29

OAAI

Gao, Junyi; Heintz, Joerg; Mack, Christina; Glass, Lucas; Cross, Adam; Sun, Jimeng

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Research Directions