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2020 – today
- 2025
[j4]Brandon Theodorou, Benjamin P. Danek, Venkat Tummala, Shivam Pankaj Kumar, Bradley A. Malin, Jimeng Sun:
Improving medical machine learning models with generative balancing for equity and excellence. npj Digit. Medicine 8(1) (2025)- [j3]Zifeng Wang, Lang Cao, Benjamin P. Danek, Qiao Jin, Zhiyong Lu, Jimeng Sun:
Accelerating clinical evidence synthesis with large language models. npj Digit. Medicine 8(1) (2025) - [j2]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:
A perspective for adapting generalist AI to specialized medical AI applications and their challenges. npj Digit. Medicine 8(1) (2025) - [i6]Zifeng Wang, Junyi Gao, Benjamin P. Danek, Brandon Theodorou, Ruba Shaik, Shivashankar Thati, Seunghyun Won, Jimeng Sun:
InformGen: An AI Copilot for Accurate and Compliant Clinical Research Consent Document Generation. CoRR abs/2504.00934 (2025) - [i5]Zifeng Wang, Qiao Jin, Jiacheng Lin, Junyi Gao, Jathurshan Pradeepkumar, Pengcheng Jiang, Benjamin P. Danek, Zhiyong Lu, Jimeng Sun:
TrialPanorama: Database and Benchmark for Systematic Review and Design of Clinical Trials. CoRR abs/2505.16097 (2025) - [i4]Zifeng Wang, Benjamin P. Danek, Jimeng Sun:
BioDSA-1K: Benchmarking Data Science Agents for Biomedical Research. CoRR abs/2505.16100 (2025) - 2024
- [j1]Benjamin P. Danek
, Mary B. Makarious, Anant Dadu, Dan Vitale, Paul Suhwan Lee, Andrew B. Singleton, Mike A. Nalls, Jimeng Sun, Faraz Faghri:
Federated learning for multi-omics: A performance evaluation in Parkinson's disease. Patterns 5(3): 100945 (2024) - [i3]Zifeng Wang, Lang Cao, Benjamin P. Danek, Yichi Zhang, Qiao Jin, Zhiyong Lu, Jimeng Sun:
Accelerating Clinical Evidence Synthesis with Large Language Models. CoRR abs/2406.17755 (2024) - [i2]Zifeng Wang, Benjamin P. Danek, Ziwei Yang, Zheng Chen, Jimeng Sun:
Can Large Language Models Replace Data Scientists in Clinical Research? CoRR abs/2410.21591 (2024) - [i1]Zifeng Wang, Hanyin Wang, Benjamin P. Danek, Ying Li, Christina Mack, Hoifung Poon, Yajuan Wang, Pranav Rajpurkar, Jimeng Sun:
A Perspective for Adapting Generalist AI to Specialized Medical AI Applications and Their Challenges. CoRR abs/2411.00024 (2024) - 2023
- [c1]Chaoqi Yang, Zhenbang Wu, Patrick Jiang, Zhen Lin, Junyi Gao, Benjamin P. Danek, Jimeng Sun:
PyHealth: A Deep Learning Toolkit for Healthcare Applications. KDD 2023: 5788-5789
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