Uncertainty-Aware Convolutional Neural Network for Identifying Bilateral Opacities on Chest X-rays: A Tool to Aid Diagnosis of Acute Respiratory Distress Syndrome

Acute Respiratory Distress Syndrome (ARDS) is a severe lung injury with high mortality, primarily characterized by bilateral pulmonary opacities on chest radiographs and hypoxemia. In this work, we trained a convolutional neural network (CNN) model that can reliably identify bilateral opacities on r...

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Detalles Bibliográficos
Autores principales: Arora, Mehak, Davis, Carolyn M., Gowda, Niraj R., Foster, Dennis G., Mondal, Angana, Coopersmith, Craig M., Kamaleswaran, Rishikesan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10451804/
https://www.ncbi.nlm.nih.gov/pubmed/37627831
http://dx.doi.org/10.3390/bioengineering10080946

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10451804/
https://www.ncbi.nlm.nih.gov/pubmed/37627831
http://dx.doi.org/10.3390/bioengineering10080946

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