Attention-Based Deep Learning System for Classification of Breast Lesions—Multimodal, Weakly Supervised Approach

SIMPLE SUMMARY: Breast cancer affects millions of women worldwide. We aim to provide radiologists with automatic support for mammography review. We propose deploying deep learning models with Multiple Instance Learning algorithms for breast cancer diagnosis (cancer versus non-cancer classification)...

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Detalles Bibliográficos
Autores principales: Bobowicz, Maciej, Rygusik, Marlena, Buler, Jakub, Buler, Rafał, Ferlin, Maria, Kwasigroch, Arkadiusz, Szurowska, Edyta, Grochowski, Michał
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10216803/
https://www.ncbi.nlm.nih.gov/pubmed/37345041
http://dx.doi.org/10.3390/cancers15102704

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10216803/
https://www.ncbi.nlm.nih.gov/pubmed/37345041
http://dx.doi.org/10.3390/cancers15102704

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