Jenna Wiens

Latest

• Off by a beat: the effects of temporal misalignment in reinforcement learning for sepsis treatment
• Clinical trials for continuously monitored and updated AI systems
• Optimizing loop diuretic treatment for mortality reduction in patients with acute dyspnea using a practical offline reinforcement learning pipeline for healthcare: a retrospective single center simulation study
• Guiding *Clostridioides difficile* Infection Prevention Efforts in a Hospital Setting With AI
• Targeting *Clostridioides difficile* Infection Prevention Efforts with Artificial Intelligence
• CANDOR: Counterfactual ANnotated DOubly Robust off-policy evaluation
• Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation
• Leveraging Factored Action Spaces for Off-Policy Evaluation
• Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare
• Respecting Autonomy and Enabling Diversity: The Effect of Eligibility and Enrollment on Research Data Demographics
• Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings
• 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