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Raimond L. Winslow

Johns Hopkins University
Johns Hopkins University School of Medicine
University of Minnesota

231

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9703

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SWIFT: A Deep Learning Approach to Prediction of Hypoxemic Events in Critically-Ill Patients Using SpO2 Waveform Prediction

2021 medRxiv
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Prediction of Impending Septic Shock in Children With Sepsis.

2021
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Offline reinforcement learning with uncertainty for treatment strategies in sepsis.

2021 arXiv: Learning
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PREDICTION OF PHYSIOLOGICAL DETERIORATION AND MORTALITY IN MECHANICALLY VENTILATED PATIENTS ADMITTED TO THE ICU

2021 Chest
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Estimating the Probability of Early Afterdepolarization and Predicting Arrhythmic Risk associated with Long QT Syndrome Type 1 Mutations

2021 bioRxiv
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Predicting Flow Rate Escalation for Pediatric Patients on High Flow Nasal Cannula Using Machine Learning

2021 Frontiers in Pediatrics
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Estimating ectopic beat probability with simplified statistical models that account for experimental uncertainty.

2021 PLOS Computational Biology
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356: Predicting Hypoxemia in ICU Patients

2021 Critical Care Medicine
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SWIFT: A deep learning approach to prediction of hypoxemic events in critically-Ill patients using SpO

2021 PLOS Computational Biology
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Early Prediction of Multiple Organ Dysfunction in the Pediatric Intensive Care Unit.

2021 Frontiers in Pediatrics
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