Brandon Theodorou

13 papers A* 1Journal 12
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
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
MediSim: Multi-granular simulation for enriching longitudinal, multi-modal electronic health records.
Patterns
Brandon Theodorou, Cao Xiao, Lucas Glass, Jimeng Sun
2025 J jnl
SECONDGRAM: Self-conditioned diffusion with gradient manipulation for longitudinal MRI imputation.
Patterns
Brandon Theodorou, Anant Dadu, Mike A. Nalls, Faraz Faghri, Jimeng Sun
2024 A* conf
ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation.
AAAI
Brandon Theodorou, Shrusti Jain, Cao Xiao, Jimeng Sun
2024 J jnl
FRAMM: Fair ranking with missing modalities for clinical trial site selection.
Patterns
Brandon Theodorou, Lucas Glass, Cao Xiao, Jimeng Sun
2023 J jnl
ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation.
CoRR
Brandon Theodorou, Shrusti Jain, Cao Xiao, Jimeng Sun
2023 J jnl
FRAMM: Fair Ranking with Missing Modalities for Clinical Trial Site Selection.
CoRR
Brandon Theodorou, Lucas Glass, Cao Xiao, Jimeng Sun
2023 J jnl
PyTrial: A Comprehensive Platform for Artificial Intelligence for Drug Development.
CoRR
Zifeng Wang, Brandon Theodorou, Tianfan Fu, Cao Xiao, Jimeng Sun
2023 J jnl
Synthesize Extremely High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language Model.
CoRR
Brandon Theodorou, Cao Xiao, Jimeng Sun
2023 J jnl
TREEMENT: Interpretable Patient-Trial Matching via Personalized Dynamic Tree-Based Memory Network.
CoRR
Brandon Theodorou, Cao Xiao, Jimeng Sun
2022 J jnl
Clinical trial site matching with improved diversity using fair policy learning.
CoRR
Rakshith Sharma Srinivasa, Cheng Qian, Brandon Theodorou, Jeffrey Spaeder, Cao Xiao, Lucas Glass, Jimeng Sun