AI Medical Compendium Journal:
Intensive care medicine

Showing 21 to 24 of 24 articles

ICU staffing feature phenotypes and their relationship with patients' outcomes: an unsupervised machine learning analysis.

Intensive care medicine Oct 8, 2019
PURPOSE: To study whether ICU staffing features are associated with improved hospital mortality, ICU length of stay (LOS) and duration of mechanical ventilation (MV) using cluster analysis directed by machine learning.
Humans Physicians Retrospective Studies Intensive Care Units Brazil Length of Stay Nurses Time Factors Hospital Mortality Logistic Models Cluster Analysis Unsupervised Machine Learning Odds Ratio Organ Dysfunction Scores Personnel Staffing and Scheduling Physical Therapists Hospital Bed Capacity
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Artificial intelligence in intensive care: are we there yet?

Intensive care medicine Jun 24, 2019
Humans Artificial Intelligence Machine Learning Intensive Care Units Critical Care
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Neural networks and deep learning: a brief introduction.

Intensive care medicine Feb 6, 2019
Humans Artificial Intelligence Deep Learning
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What's new in ICU in 2050: big data and machine learning.

Intensive care medicine Dec 26, 2017
Humans Machine Learning Forecasting Precision Medicine Big Data Critical Care
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