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cs.LG2020★ 4 cited
Biomechanical modelling of brain atrophy through deep learning
Mariana da Silva, Kara Garcia, Carole H. Sudre +3
We present a proof-of-concept, deep learning (DL) based, differentiable biomechanical model of realistic brain deformations. Using prescribed maps of local atrophy and growth as in…
cs.LG2020★ 9 cited
ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping
Cher Bass, Mariana da Silva, Carole Sudre +3
Feature attribution (FA), or the assignment of class-relevance to different locations in an image, is important for many classification problems but is particularly crucial within…