DeepTRIAGE: interpretable and individualised biomarker scores using attention mechanism for the classification of breast cancer sub-types

• Glavni autori: Adham Beykikhoshk (Autor), Thomas P. Quinn (Autor), Samuel C. Lee (Autor), Truyen Tran (Autor), Svetha Venkatesh (Autor)
• Format: Knjiga
• Izdano: BMC, 2020-02-01T00:00:00Z.
• Teme: article
• Online pristup: Connect to this object online.

Abstract Background Breast cancer is a collection of multiple tissue pathologies, each with a distinct molecular signature that correlates with patient prognosis and response to therapy. Accurately differentiating between breast cancer sub-types is an important part of clinical decision-making. Alth...