Metaheuristic-Optimized Convolutional Neural Network for Automated Diagnosis of Viral Pneumonia and Tuberculosis from Chest X-Rays

<b>Background:</b> Viral Pneumonia and Tuberculosis continue to represent a significant burden on global public health, relying heavily on chest X-rays for screening and diagnosis. Although deep learning systems offer promising diagnostic support, the traditional manual tuning of hyperparameters for...

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Principais autores:	Pamela Hermosilla, Emanuel Vega, Eric Monfroy, Lucas Erazo, Valentina Guzmán, Ricardo Soto
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2026-05-01
coleção:	Diagnostics
Assuntos:	convolutional neural networks (CNN) metaheuristic optimization viral pneumonia and tuberculosis chest X-ray explainable AI (XAI) hyperparameter tuning
Acesso em linha:	https://www.mdpi.com/2075-4418/16/10/1529
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