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

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

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...

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Main Authors: Benjamin Shickel (Author), Anis Davoudi (Author), Tezcan Ozrazgat-Baslanti (Author), Matthew Ruppert (Author), Azra Bihorac (Author), Parisa Rashidi (Author)
Format: Book
Published: Frontiers Media S.A., 2021-02-01T00:00:00Z.
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