Deep Multi-Modal Transfer Learning for Augmented Patient Acuity Assessment in the Intelligent ICU

• Main Authors: Benjamin Shickel (Author), Anis Davoudi (Author), Tezcan Ozrazgat-Baslanti (Author), Matthew Ruppert (Author), Azra Bihorac (Author), Parisa Rashidi (Author)
• Format: Bog
• Udgivet: Frontiers Media S.A., 2021-02-01T00:00:00Z.
• Fag: article
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Accurate prediction and monitoring of patient health in the intensive care unit can inform shared decisions regarding appropriateness of care delivery, risk-reduction strategies, and intensive care resource use. Traditionally, algorithmic solutions for patient outcome prediction rely solely on data...