Chapter 7

Explainable deep learning approach to predict chemotherapy effect on breast tumor’s MRI

Mohammed El Adoui1, Mohammed Amine Larhmam2, Stylianos Drisis3 and Mohammed Benjelloun4,    1Postdoctoral researcher, ILIA Department, Faculty of Engineering, University of Mons, Belgium,    2VP of AI, Artificial Intelligence (AI) Department, Sol One, Bruges, Belgium,    3Radiologist - Hospital Marie Curie, Charleroi, Belgium,    4Professor, Faculty Of Engineering, ILIA Department, University of Mons, Belgium

Abstract

Purpose

To reduce breast tumor size before surgery, neoadjuvant chemotherapy is applied systematically to patients with local breast cancer. However, with the current protocols, it is not yet workable to have an early prediction on ...

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