Michael W. Sjoding

Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare
Democratizing EHR Analyses with FIDDLE - A Flexible Data-Driven Preprocessing Pipeline for Structured Clinical Data
Clinician-in-the-loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies
Evaluating a Widely Implemented Proprietary Deterioration Index Model Among Hospitalized COVID-19 Patients
Relaxed Parameter Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series

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