Improved swin transformer-based thorax disease classification with optimal feature selection using chest X-ray.

Thoracic diseases, including pneumonia, tuberculosis, lung cancer, and others, pose significant health risks and require timely and accurate diagnosis to ensure proper treatment. Thus, in this research, a model for thorax disease classification using Chest X-rays is proposed by considering deep lear...

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Main Authors:	Nadim Rana, Yahaya Coulibaly, Ayman Noor, Talal H Noor, Md Imran Alam, Zeba Khan, Ali Tahir, Mohammad Zubair Khan
Format:	Article
Language:	English
Published:	Public Library of Science (PLoS) 2025-01-01
Series:	PLoS ONE
Online Access:	https://doi.org/10.1371/journal.pone.0327099
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Improved swin transformer-based thorax disease classification with optimal feature selection using chest X-ray by Nadim Rana, Yahaya Coulibaly, Ayman Noor, Talal H. Noor, Md Imran Alam, Zeba Khan, Ali Tahir, Mohammad Zubair Khan

Published 2025-01-01

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Improved swin transformer-based thorax disease classification with optimal feature selection using chest X-ray.

Improved swin transformer-based thorax disease classification with optimal feature selection using chest X-ray by Nadim Rana, Yahaya Coulibaly, Ayman Noor, Talal H. Noor, Md Imran Alam, Zeba Khan, Ali Tahir, Mohammad Zubair Khan

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