Clinical trial site matching with improved diversity using fair policy learning. - Rakshith Sharma Srinivasa; Cheng Qian 001; Brandon Theodorou; Jeffrey Spaeder; Cao Xiao; Lucas Glass; Jimeng Sun 001 (CoRR, 2022)

TREEMENT: Interpretable Patient-Trial Matching via Personalized Dynamic Tree-based Memory Network. - Brandon Philip Theodorou; Cao Xiao; Jimeng Sun 001 (BCB, 2023)

Synthesize Extremely High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language Model. - Brandon Theodorou; Cao Xiao; Jimeng Sun 001 (CoRR, 2023)

PyTrial: A Comprehensive Platform for Artificial Intelligence for Drug Development. - Zifeng Wang 008; Brandon Theodorou; Tianfan Fu; Cao Xiao; Jimeng Sun 001 (CoRR, 2023)

ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation. - Brandon Theodorou; Shrusti Jain; Cao Xiao; Jimeng Sun 001 (AAAI, 2024)

FRAMM: Fair ranking with missing modalities for clinical trial site selection. - Brandon Theodorou; Lucas Glass; Cao Xiao; Jimeng Sun 001 (Patterns, 2024)

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 001 (npj Digit. Medicine, 2025)

SECONDGRAM: Self-conditioned diffusion with gradient manipulation for longitudinal MRI imputation. - Brandon Theodorou; Anant Dadu; Mike A. Nalls; Faraz Faghri; Jimeng Sun 001 (Patterns, 2025)

MediSim: Multi-granular simulation for enriching longitudinal, multi-modal electronic health records. - Brandon Theodorou; Cao Xiao; Lucas Glass; Jimeng Sun 001 (Patterns, 2025)

InformGen: An AI Copilot for Accurate and Compliant Clinical Research Consent Document Generation. - Zifeng Wang 008; Junyi Gao; Benjamin P. Danek; Brandon Theodorou; Ruba Shaik; Shivashankar Thati; Seunghyun Won; Jimeng Sun 001 (CoRR, 2025)