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Mariana da Silva
Mariana da Silva
PhD student
Adresse e-mail validée de kcl.ac.uk
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Icam: Interpretable classification via disentangled representations and feature attribution mapping
C Bass, M da Silva, C Sudre, PD Tudosiu, S Smith, E Robinson
Advances in Neural Information Processing Systems 33, 7697-7709, 2020
372020
Icam-reg: Interpretable classification and regression with feature attribution for mapping neurological phenotypes in individual scans
C Bass, M Da Silva, C Sudre, LZJ Williams, HS Sousa, PD Tudosiu, ...
IEEE transactions on medical imaging 42 (4), 959-970, 2022
262022
Benchmarking geometric deep learning for cortical segmentation and neurodevelopmental phenotype prediction
A Fawaz, LZJ Williams, A Alansary, C Bass, K Gopinath, M da Silva, ...
bioRxiv, 2021.12. 01.470730, 2021
132021
Biomechanical modelling of brain atrophy through deep learning
M da Silva, K Garcia, CH Sudre, C Bass, MJ Cardoso, E Robinson
arXiv preprint arXiv:2012.07596, 2020
42020
The Multiscale Surface Vision Transformer
S Dahan, A Fawaz, MA Suliman, M da Silva, LZJ Williams, D Rueckert, ...
ArXiv, 2023
12023
Distinguishing healthy ageing from dementia: A biomechanical simulation of brain atrophy using deep networks
MD Silva, CH Sudre, K Garcia, C Bass, MJ Cardoso, EC Robinson
Machine Learning in Clinical Neuroimaging: 4th International Workshop, MLCN …, 2021
12021
A generative adversarial network approach to synthetic-CT creation for MRI-based radiation therapy
MFT Silva
1*2019
Surface Masked AutoEncoder: Self-Supervision for Cortical Imaging Data
S Dahan, M Da Silva, D Rueckert, EC Robinson
arXiv preprint arXiv:2308.05474, 2023
2023
Supplementary Materials of ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping
C Bass, M da Silva, C Sudre, PD Tudosiu, SM Smith, EC Robinson
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