A Novel and Reliable Framework of Patient Deterioration Prediction in Intensive Care Unit Based on Long Short-Term Memory-Recurrent Neural Network

A Novel and Reliable Framework of Patient Deterioration Prediction in Intensive Care Unit Based on Long Short-Term Memory-Recurrent Neural Network

The clinical investigation explored that early recognition and intervention are crucial for preventing clinical deterioration in patients in Intensive Care units (ICUs). Deterioration of patients is predictable and can be preventable if early risk factors are recognized and developed in the clinical...

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Bibliographic Details
Main Authors: Tariq I. Alshwaheen, Yuan Wen Hau, Nizar Ass'Ad, Mahmoud M. Abualsamen
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Genetic algorithm
long short-term memory
patient deterioration
prediction framework
recurrent neural network
Online Access:https://ieeexplore.ieee.org/document/9306748/

Internet

https://ieeexplore.ieee.org/document/9306748/

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