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

Abstract 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 strength...

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Bibliographic Details
Main Authors: Mohammed Innat, Md. Faruque Hossain, Kevin Mader, Abbas Z. Kouzani
Format: Article
Language:English
Published: Nature Portfolio 2023-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-32611-7