Acute Respiratory Distress Identification via Multi-Modality Using Deep Learning

Acute Respiratory Distress Identification via Multi-Modality Using Deep Learning

Medical instruments are essential in pediatric intensive care units (PICUs) for measuring respiratory parameters to prevent health complications. However, the assessment of acute respiratory distress (ARD) is still conducted through intermittent visual examination. This process is subjective, labor-...

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Bibliographic Details
Main Authors: Wajahat Nawaz, Kevin Albert, Philippe Jouvet, Rita Noumeir
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Applied Sciences
Subjects:
acute respiratory distress
action recognition
deep learning
multi-modality
transfer learning
two-stream network
Online Access:https://www.mdpi.com/2076-3417/15/3/1512
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