Benjamin P. Danek

According to our database, Benjamin P. Danek authored at least 12 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

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

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

J. Am. Medical Informatics Assoc., 2026

2025

BioDSA-1K: Benchmarking Data Science Agents for Biomedical Research.

Zifeng Wang, Benjamin P. Danek, Jimeng Sun

CoRR, May, 2025

TrialPanorama: Database and Benchmark for Systematic Review and Design of Clinical Trials.

Zifeng Wang, Qiao Jin, Jiacheng Lin, Junyi Gao, Jathurshan Pradeepkumar, Pengcheng Jiang, Benjamin P. Danek, Zhiyong Lu, Jimeng Sun

CoRR, May, 2025

InformGen: An AI Copilot for Accurate and Compliant Clinical Research Consent Document Generation.

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

CoRR, April, 2025

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

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

npj Digit. Medicine, 2025

Accelerating clinical evidence synthesis with large language models.

Zifeng Wang, Lang Cao, Benjamin P. Danek, Qiao Jin, Zhiyong Lu, Jimeng Sun

npj Digit. Medicine, 2025

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

Brandon Theodorou, Benjamin P. Danek, Venkat Tummala, Shivam Pankaj Kumar, Bradley A. Malin, Jimeng Sun

npj Digit. Medicine, 2025

2024

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

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

Patterns, March, 2024

A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges.

Zifeng Wang, Hanyin Wang, Benjamin P. Danek, Ying Li, Christina Mack, Hoifung Poon, Yajuan Wang, Pranav Rajpurkar, Jimeng Sun

CoRR, 2024

Can Large Language Models Replace Data Scientists in Clinical Research?

Zifeng Wang, Benjamin P. Danek, Ziwei Yang, Zheng Chen, Jimeng Sun

CoRR, 2024

Accelerating Clinical Evidence Synthesis with Large Language Models.

Zifeng Wang, Lang Cao, Benjamin P. Danek, Yichi Zhang, Qiao Jin, Zhiyong Lu, Jimeng Sun

CoRR, 2024

2023

PyHealth: A Deep Learning Toolkit for Healthcare Applications.

Chaoqi Yang, Zhenbang Wu, Patrick Jiang, Zhen Lin, Junyi Gao, Benjamin P. Danek, Jimeng Sun

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023