BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images

• Published in: Database : the journal of biological databases and curation Vol. 2022
• Main Authors: Brancati, Nadia, Anniciello, Anna Maria, Pati, Pushpak, Riccio, Daniel, Scognamiglio, Giosuè, Jaume, Guillaume, De Pietro, Giuseppe, Di Bonito, Maurizio, Foncubierta, Antonio, Botti, Gerardo, Gabrani, Maria, Feroce, Florinda, Frucci, Maria
• Format: Journal Article
• Language: English
• Published: Oxford Oxford University Press 17.10.2022
• Subjects: Annotations; Artificial intelligence; Breast cancer; Breast carcinoma; Database Update; Datasets; Deep learning; Lesions; Pathology

Breast cancer is the most commonly diagnosed cancer and registers the highest number of deaths for women. Advances in diagnostic activities combined with large-scale screening policies have significantly lowered the mortality rates for breast cancer patients. However, the manual inspection of tissue...