Publications
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Showing 9 of 16 publications (featured)
2025
TrialPanorama: Database and Benchmark for Systematic Review and Design of Clinical Trials
Zifeng Wang, Qiao Jin, Jiacheng Lin et al.
Preprint (2025)
BioDSA-1K: Benchmarking Data Science Agents for Biomedical Research
Zifeng Wang, Benjamin Danek, Jimeng Sun
Preprint (2025)
A foundation model for human-AI collaboration in medical literature mining
Zifeng Wang, Lang Cao, Qiao Jin et al.
Nature Communications (in press) (2025)
A foundation model for human-AI collaboration in medical literature mining
Zifeng Wang, Lang Cao, Qiao Jin, Joey Chan, Nicholas Wan, Behdad Afzali, Hyun-Jin Cho, Chang-In Choi, Mehdi Emamverdi, Manjot K. Gill, Sun-Hyung Kim, Yijia Li, Yi Liu, Yiming Luo, Hanley Ong, Justin Rousseau, Irfan Sheikh, Jenny J. Wei, Ziyang Xu, Christopher M. Zallek, Kyungsang Kim, Yifan Peng, Zhiyong Lu, Jimeng Sun
Nature Communications (in press) (2025)
2024
Matching Patients to Clinical Trials with Large Language Models
Matching Patients to Clinical Trials with Large Language Models
Qiao Jin, Zifeng Wang, Charalampos S. Floudas, Fangyuan Chen, Changlin Gong, Dara Bracken-Clarke, Elisabetta Xue, Yifan Yang, Jimeng Sun, Zhiyong Lu
Nature Communications (2024)
News Coverage:
Can Large Language Models Replace Data Scientists in Biomedical Research?
Zifeng Wang*, Benjamin Danek*, Ziwei Yang et al.
Preprint (2024)
Can Large Language Models Replace Data Scientists in Biomedical Research?
Zifeng Wang*, Benjamin Danek*, Ziwei Yang, Zheng Chen, Jimeng Sun
Preprint (2024)
A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges
Zifeng Wang, Hanyin Wang, Benjamin Danek et al.
npj Digital Medicine (in press) (2024)
A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges
Zifeng Wang, Hanyin Wang, Benjamin Danek, Ying Li, Christina Mack, Luk Arbuckle, Devyani Biswal, Hoifung Poon, Yajuan Wang, Pranav Rajpurkar, Jimeng Sun
npj Digital Medicine (in press) (2024)
Accelerating Clinical Evidence Synthesis with Large Language Models
Zifeng Wang, Lang Cao, Benjamin Danek et al.
npj Digital Medicine (in press) (2024)
Accelerating Clinical Evidence Synthesis with Large Language Models
Zifeng Wang, Lang Cao, Benjamin Danek, Yichi Zhang, Qiao Jin, Zhiyong Lu, Jimeng Sun
npj Digital Medicine (in press) (2024)
2023
2022
MedCLIP: Contrastive Learning from Unpaired Medical Images and Texts
Zifeng Wang, Zhenbang Wu, Dinesh Agarwal et al.
EMNLP 2022 (2022)