Explainable machine learning for real-time deterioration alert prediction to guide pre-emptive treatment

Explainable machine learning for real-time deterioration alert prediction to guide pre-emptive treatment

Abstract The Electronic Medical Record (EMR) provides an opportunity to manage patient care efficiently and accurately. This includes clinical decision support tools for the timely identification of adverse events or acute illnesses preceded by deterioration. This paper presents a machine learning-d...

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Bibliographic Details
Main Authors: Aida Brankovic, Hamed Hassanzadeh, Norm Good, Kay Mann, Sankalp Khanna, Ahmad Abdel-Hafez, David Cook
Format: Article
Language:English
Published: Nature Portfolio 2022-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-15877-1

Internet

https://doi.org/10.1038/s41598-022-15877-1

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