Mariana da Silva

13 papers A* 1Journal 10Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	NEUBORN: The Neurodevelopmental Evolution Framework Using Biomechanical RemodelliNg. PIPPI@MICCAI Nashira Baena, Mariana da Silva, Irina Grigorescu, Aakash Saboo, Saga Masui, Jaques-Donald Tournier, Emma C. Robinson
2025	J	`jnl`	NEUBORN: The Neurodevelopmental Evolution framework Using BiOmechanical RemodelliNg. CoRR Nashira Baena, Mariana da Silva, Irina Grigorescu, Aakash Saboo, Saga Masui, Jaques-Donald Tournier, Emma C. Robinson
2024	J	`jnl`	Applications of interpretable deep learning in neuroimaging: a comprehensive review. CoRR Lindsay Munroe, Mariana da Silva, Faezeh Heidari, Irina Grigorescu, Simon Dahan, Emma C. Robinson, Maria Deprez, Po-Wah So
2024	J	`jnl`	Efficient Semantic Diffusion Architectures for Model Training on Synthetic Echocardiograms. CoRR David Stojanovski, Mariana da Silva, Pablo Lamata, Arian Beqiri, Alberto Gómez
2023	J	`jnl`	ICAM-Reg: Interpretable Classification and Regression With Feature Attribution for Mapping Neurological Phenotypes in Individual Scans. IEEE Trans. Medical Imaging Cher Bass, Mariana da Silva, Carole H. Sudre, Logan Z. J. Williams, Helena S. Sousa, Petru-Daniel Tudosiu, Fidel Alfaro-Almagro, Sean P. Fitzgibbon, Matthew F. Glasser, Stephen M. Smith, Emma C. Robinson
2023	J	`jnl`	Surface Masked AutoEncoder: Self-Supervision for Cortical Imaging Data. CoRR Simon Dahan, Mariana da Silva, Daniel Rueckert, Emma C. Robinson
2023	J	`jnl`	The Multiscale Surface Vision Transformer. CoRR Simon Dahan, Abdulah Fawaz, Mohamed A. Suliman, Mariana da Silva, Logan Z. J. Williams, Daniel Rueckert, Emma C. Robinson
2021	—	`conf`	Distinguishing Healthy Ageing from Dementia: A Biomechanical Simulation of Brain Atrophy Using Deep Networks. MLCN@MICCAI Mariana da Silva, Carole H. Sudre, Kara Garcia, Cher Bass, M. Jorge Cardoso, Emma C. Robinson
2021	J	`jnl`	Distinguishing Healthy Ageing from Dementia: a Biomechanical Simulation of Brain Atrophy using Deep Networks. CoRR Mariana da Silva, Carole H. Sudre, Kara Garcia, Cher Bass, M. Jorge Cardoso, Emma C. Robinson
2021	J	`jnl`	ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual Scans. CoRR Cher Bass, Mariana da Silva, Carole H. Sudre, Logan Z. J. Williams, Petru-Daniel Tudosiu, Fidel Alfaro-Almagro, Sean P. Fitzgibbon, Matthew F. Glasser, Stephen M. Smith, Emma C. Robinson
2020	J	`jnl`	Biomechanical modelling of brain atrophy through deep learning. CoRR Mariana da Silva, Kara Garcia, Carole H. Sudre, Cher Bass, M. Jorge Cardoso, Emma C. Robinson
2020	A*	`conf`	ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping. NeurIPS Cher Bass, Mariana da Silva, Carole H. Sudre, Petru-Daniel Tudosiu, Stephen M. Smith, Emma C. Robinson
2020	J	`jnl`	ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping. CoRR Cher Bass, Mariana da Silva, Carole H. Sudre, Petru-Daniel Tudosiu, Stephen M. Smith, Emma C. Robinson