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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Vydáno v:Front Digit Health
Hlavní autoři: Shickel, Benjamin, Davoudi, Anis, Ozrazgat-Baslanti, Tezcan, Ruppert, Matthew, Bihorac, Azra, Rashidi, Parisa
Médium: Artigo
Jazyk:Inglês
Vydáno: Frontiers Media S.A. 2021
Témata:
Digital Health
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7954405/
https://ncbi.nlm.nih.gov/pubmed/33718920
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fdgth.2021.640685
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