Enhanced breast cancer diagnosis using modified InceptionNet-V3: a deep learning approach for ultrasound image classification

IntroductionBreast cancer (BC) is a malignant neoplasm that originates in the mammary gland’s cellular structures and remains one of the most prevalent cancers among women, ranking second in cancer-related mortality after lung cancer. Early and accurate diagnosis is crucial due to the heterogeneous...

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Bibliographic Details

Published in:	Frontiers in Physiology
Main Authors:	Samia Allaoua Chelloug, Abduljabbar S. Ba Mahel, Rana Alnashwan, Ahsan Rafiq, Mohammed Saleh Ali Muthanna, Ahmed Aziz
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-04-01
Subjects:	breast cancer deep learning InceptionV3 ultrasound images transfer learning
Online Access:	https://www.frontiersin.org/articles/10.3389/fphys.2025.1558001/full