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Topic-Contributed Paper Session

Application of Data Science Models in Health Care: Development, Implementation, Evaluation, and Maintenance.

Thu, Aug 8, 8:30 AM - 10:20 AM

Curtis StorlieOrganizerBrendan BroderickChair

Section on Statistical Learning and Data Science

5 Presentations

Building Machine Learning-Centered Workflows for Antimicrobial Stewardship: An Example of Targeted De-escalation Therapy

8:35 AM - 8:55 AM

Peter Martin (Mayo Clinic)

Hospital Census Forecasting and Planning Using a Novel Bayesian Time-Series Model

8:55 AM - 9:15 AM

Ethan Heinzen (Mayo Clinic)

Predicting Workplace Violence: A Quality Improvement Initiative to Advance Provider and Patient Safety

9:15 AM - 9:35 AM

Patrick Wilson (Mayo Clinic)

Hidden Markov methodology for identifying physiological states of shock in intensive care units

9:35 AM - 9:55 AM

Complexity Sickness: Producing Simple, Actionable Predictions from Complex Influenza Data

9:55 AM - 10:15 AM

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