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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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Detalles Bibliográficos
Autores principales: Shickel, Benjamin, Davoudi, Anis, Ozrazgat-Baslanti, Tezcan, Ruppert, Matthew, Bihorac, Azra, Rashidi, Parisa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7954405/
https://www.ncbi.nlm.nih.gov/pubmed/33718920
http://dx.doi.org/10.3389/fdgth.2021.640685