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Brandon Theodorou

University of Illinois at Urbana-Champaign

app: healthcare

medicine & wellness

ml: deep generative models & autoencoders

cso: constraint satisfaction

1

presentations

SHORT BIO

I am a PhD Student at the University of Illinois at Urbana-Champaign. My research interests fall broadly in the domain of machine learning for healthcare and, more specifically, on the tasks of clinical trial optimization and synthetic patient data generation. I am especially interested in exploring work on these tasks which can generate a positive real-world impact through methods that are fair, interpretable, and/or work to make data and models more readily available. I am currently working on a suite of projects related to generative modeling.

Presentations

ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation

Brandon Theodorou and 3 other authors

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