Benjamin P. Danek

12 papers A* 1Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Compliance and factuality of large language models for clinical research document generation.
J. Am. Medical Informatics Assoc.
Zifeng Wang, Junyi Gao, Benjamin P. Danek, Brandon Theodorou, Ruba Shaik, Shivashankar Thati, Seunghyun Won, Jimeng Sun
2025 J jnl
A perspective for adapting generalist AI to specialized medical AI applications and their challenges.
npj Digit. Medicine
Zifeng Wang, Hanyin Wang, Benjamin P. Danek, Ying Li, Christina Mack, Luk Arbuckle, Devyani Biswal, Hoifung Poon, Yajuan Wang, Pranav Rajpurkar, Cao Xiao, Jimeng Sun
2025 J jnl
Accelerating clinical evidence synthesis with large language models.
npj Digit. Medicine
Zifeng Wang, Lang Cao, Benjamin P. Danek, Qiao Jin, Zhiyong Lu, Jimeng Sun
2025 J jnl
BioDSA-1K: Benchmarking Data Science Agents for Biomedical Research.
CoRR
Zifeng Wang, Benjamin P. Danek, Jimeng Sun
2025 J jnl
Improving medical machine learning models with generative balancing for equity and excellence.
npj Digit. Medicine
Brandon Theodorou, Benjamin P. Danek, Venkat Tummala, Shivam Pankaj Kumar, Bradley A. Malin, Jimeng Sun
2025 J jnl
InformGen: An AI Copilot for Accurate and Compliant Clinical Research Consent Document Generation.
CoRR
Zifeng Wang, Junyi Gao, Benjamin P. Danek, Brandon Theodorou, Ruba Shaik, Shivashankar Thati, Seunghyun Won, Jimeng Sun
2025 J jnl
TrialPanorama: Database and Benchmark for Systematic Review and Design of Clinical Trials.
CoRR
Zifeng Wang, Qiao Jin, Jiacheng Lin, Junyi Gao, Jathurshan Pradeepkumar, Pengcheng Jiang, Benjamin P. Danek, Zhiyong Lu, Jimeng Sun
2024 J jnl
A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges.
CoRR
Zifeng Wang, Hanyin Wang, Benjamin P. Danek, Ying Li, Christina Mack, Hoifung Poon, Yajuan Wang, Pranav Rajpurkar, Jimeng Sun
2024 J jnl
Accelerating Clinical Evidence Synthesis with Large Language Models.
CoRR
Zifeng Wang, Lang Cao, Benjamin P. Danek, Yichi Zhang, Qiao Jin, Zhiyong Lu, Jimeng Sun
2024 J jnl
Can Large Language Models Replace Data Scientists in Clinical Research?
CoRR
Zifeng Wang, Benjamin P. Danek, Ziwei Yang, Zheng Chen, Jimeng Sun
2024 J jnl
Federated learning for multi-omics: A performance evaluation in Parkinson's disease.
Patterns
Benjamin P. Danek, Mary B. Makarious, Anant Dadu, Dan Vitale, Paul Suhwan Lee, Andrew B. Singleton, Mike A. Nalls, Jimeng Sun, Faraz Faghri
2023 A* conf
PyHealth: A Deep Learning Toolkit for Healthcare Applications.
KDD
Chaoqi Yang, Zhenbang Wu, Patrick Jiang, Zhen Lin, Junyi Gao, Benjamin P. Danek, Jimeng Sun