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Patterns (New York, N.Y.)|March 15, 2024
FRAMM: Fair ranking with missing modalities for clinical trial site selectionBrandon Theodorou, Lucas Glass, Cao Xiao, et al.Patterns (New York, N.Y.)|June 27, 2025
MediSim: Multi-granular simulation for enriching longitudinal, multi-modal electronic health recordsBrandon Theodorou, Cao Xiao, Lucas Glass, et al.Nature Communications|August 31, 2023
Synthesize high-dimensional longitudinal electronic health records via hierarchical autoregressive language modelBrandon Theodorou, Cao Xiao, Jimeng SunResearch Square|March 22, 2023
Synthesize Extremely High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language ModelBrandon Theodorou, Cao Xiao, Jimeng SunProceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence|May 5, 2023
SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox ModelsZhen Lin, Lucas Glass, M Brandon Westover, et al.Patterns (New York, N.Y.)|June 9, 2025
SECONDGRAM: Self-conditioned diffusion with gradient manipulation for longitudinal MRI imputationBrandon Theodorou, Anant Dadu, Mike Nalls, et al.Iscience|May 21, 2026
Realistic PET image synthesis from MRI for automated inference of brain atrophy and Alzheimer'sBrandon Theodorou, Anant Dadu, Brian Avants, et al.Medrxiv : the Preprint Server for Health Sciences|May 2, 2025
MRI2PET: Realistic PET Image Synthesis from MRI for Automated Inference of Brain Atrophy and Alzheimer'sBrandon Theodorou, Anant Dadu, Brian Avants, et al.Journal of the American Medical Informatics Association : JAMIA|November 7, 2023
Multi-faceted analysis and prediction for the outbreak of pediatric respiratory syncytial virusChaoqi Yang, Junyi Gao, Lucas Glass, et al.Journal of the American Medical Informatics Association : JAMIA|June 13, 2018
Opportunities and challenges in developing deep learning models using electronic health records data: a systematic reviewCao Xiao, Edward Choi, Jimeng SunPageof 15