Improving Benign and Malignant Classifications in Mammography with ROI-Stratified Deep Learning

Deep learning has achieved widespread adoption for medical image diagnosis, with extensive research dedicated to mammographic image analysis for breast cancer screening. This study investigates the hypothesis that incorporating region-of-interest (ROI) mask information for individual mammographic im...

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Detalhes bibliográficos

Principais autores:	Kenji Yoshitsugu, Kazumasa Kishimoto, Tadamasa Takemura
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2025-08-01
coleção:	Bioengineering
Assuntos:	deep learning mammography region of interest
Acesso em linha:	https://www.mdpi.com/2306-5354/12/8/885
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