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A convolutional attention mapping deep neural network for classification and localization of cardiomegaly on chest X-rays

Building a reliable and precise model for disease classification and identifying abnormal sites can provide physicians assistance in their decision-making process. Deep learning based image analysis is a promising technique for enriching the decision making process, and accordingly strengthening pat...

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Detalles Bibliográficos
Autores principales: Innat, Mohammed, Hossain, Md. Faruque, Mader, Kevin, Kouzani, Abbas Z.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10110554/
https://www.ncbi.nlm.nih.gov/pubmed/37069168
http://dx.doi.org/10.1038/s41598-023-32611-7