Automated Mucormycosis Diagnosis from Paranasal CT Using ResNet50 and ConvNeXt Small

Purpose: Mucormycosis is a life-threatening fungal infection, where rapid diagnosis is critical. We developed a deep learning approach using paranasal computed tomography (CT) images to test whether mucormycosis can be detected automatically, potentially aiding or expediting the diagnostic process t...

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Bibliographic Details

Published in:	Bioengineering
Main Authors:	Serdar Ferit Toprak, Serkan Dedeoğlu, Günay Kozan, Muhammed Ayral, Şermin Can, Ömer Türk, Mehmet Akdağ
Format:	Article
Language:	English
Published:	MDPI AG 2025-08-01
Subjects:	deep learning mucormycosis artificial intelligence computed tomography image transfer learning ConvNeXt
Online Access:	https://www.mdpi.com/2306-5354/12/8/854