Joint classification and segmentation for an interpretable diagnosis of acute respiratory distress syndrome from chest x-rays.

Mohammad YahyatabarPhilippe JouvetFarida Cheriet

Published in: Journal of medical imaging (Bellingham, Wash.) (2023)

This study provides an interpretable decision system for diagnosing ARDS, by following the definition used by clinicians for the diagnosis of ARDS from CXR images.

Keyphrases

acute respiratory distress syndrome
deep learning
extracorporeal membrane oxygenation
mechanical ventilation
convolutional neural network
machine learning
palliative care
intensive care unit
decision making