Quantifiable brain atrophy synthesis for benchmarking of cortical thickness estimation methods
Rusak, Filip, Santa Cruz, Rodrigo, Lebrat, Léo, Hlinka, Ondrej, Fripp, Jurgen, Smith, Elliot, Fookes, Clinton, Bradley, Andrew P., Bourgeat, Pierrick
Published in Medical image analysis (01.11.2022)
Published in Medical image analysis (01.11.2022)
Get full text
Journal Article
MongeNet: Efficient Sampler for Geometric Deep Learning
Lebrat, Leo, Cruz, Rodrigo Santa, Fookes, Clinton, Salvado, Olivier
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Get full text
Conference Proceeding
Generative Model of Brain Microbleeds for MRI Detection of Vascular Marker of Neurodegenerative Diseases
Momeni, Saba, Fazlollahi, Amir, Lebrat, Leo, Yates, Paul, Rowe, Christopher, Gao, Yongsheng, Liew, Alan Wee-Chung, Salvado, Olivier
Published in Frontiers in neuroscience (16.12.2021)
Published in Frontiers in neuroscience (16.12.2021)
Get full text
Journal Article
Centiloid harmonisation across PET cameras without using paired scan
Li, Shenpeng, Bourgeat, Pierrick, Lebrat, Leo, O'Keefe, Graeme, Fripp, Jurgen, Villemagne, Victor L, Rowe, Christopher C., Dore, Vincent
Published in Alzheimer's & dementia (01.06.2023)
Published in Alzheimer's & dementia (01.06.2023)
Get full text
Journal Article
Centiloid harmonisation across PET cameras without using paired scan
Li, Shenpeng, Bourgeat, Pierrick, Lebrat, Leo, O'Keefe, Graeme, Fripp, Jurgen, Villemagne, Victor L, Rowe, Christopher, Dore, Vincent
Published in Alzheimer's & dementia (01.12.2022)
Published in Alzheimer's & dementia (01.12.2022)
Get full text
Journal Article
DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction
Cruz, Rodrigo Santa, Lebrat, Leo, Bourgeat, Pierrick, Fookes, Clinton, Fripp, Jurgen, Salvado, Olivier
Published in 2021 IEEE Winter Conference on Applications of Computer Vision (WACV) (01.01.2021)
Published in 2021 IEEE Winter Conference on Applications of Computer Vision (WACV) (01.01.2021)
Get full text
Conference Proceeding
CorticalFlow$^{++}$: Boosting Cortical Surface Reconstruction Accuracy, Regularity, and Interoperability
Cruz, Rodrigo Santa, Lebrat, Léo, Fu, Darren, Bourgeat, Pierrick, Fripp, Jurgen, Fookes, Clinton, Salvado, Olivier
Year of Publication 14.06.2022
Year of Publication 14.06.2022
Get full text
Journal Article
Bias Identification with RankPix Saliency
Konate, Salamata, Lebrat, Leo, Cruz, Rodrigo Santa, Fookes, Clinton, Bradley, Andrew, Salvado, Olivier
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Get full text
Conference Proceeding
CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction
Lebrat, Léo, Cruz, Rodrigo Santa, de Gournay, Frédéric, Fu, Darren, Bourgeat, Pierrick, Fripp, Jurgen, Fookes, Clinton, Salvado, Olivier
Year of Publication 06.06.2022
Year of Publication 06.06.2022
Get full text
Journal Article
Syn3DWound: A Synthetic Dataset for 3D Wound Bed Analysis
Lebrat, Léo, Cruz, Rodrigo Santa, Chierchia, Remi, Arzhaeva, Yulia, Armin, Mohammad Ali, Goldsmith, Joshua, Oorloff, Jeremy, Reddy, Prithvi, Nguyen, Chuong, Petersson, Lars, Barakat-Johnson, Michelle, Luscombe, Georgina, Fookes, Clinton, Salvado, Olivier, Ahmedt-Aristizabal, David
Year of Publication 27.11.2023
Year of Publication 27.11.2023
Get full text
Journal Article
Localisation of Racial Information in Chest X-Ray for Deep Learning Diagnosis
Salvado, Olivier, Konate, Salamata, Cruz, Rodrigo Santa, Bdadley, Andrew, Gichoya, Judy Wawira, Seyyed-Kalantari, Laleh, Price, Brandon, Fookes, Clinton, Lebrat, Leo
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
Published in 2024 IEEE International Symposium on Biomedical Imaging (ISBI) (27.05.2024)
Get full text
Conference Proceeding
Going Deeper With Brain Morphometry Using Neural Networks
Cruz, Rodrigo Santa, Lebrat, Leo, Bourgeat, Pierrick, Dore, Vincent, Dowling, Jason, Fripp, Jurgen, Fookes, Clinton, Salvado, Olivier
Published in 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) (13.04.2021)
Published in 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) (13.04.2021)
Get full text
Conference Proceeding
Going deeper with brain morphometry using neural networks
Cruz, Rodrigo Santa, Lebrat, Léo, Bourgeat, Pierrick, Doré, Vincent, Dowling, Jason, Fripp, Jurgen, Fookes, Clinton, Salvado, Olivier
Year of Publication 07.09.2020
Year of Publication 07.09.2020
Get full text
Journal Article
Generalization Properties of Geometric 3D Deep Learning Models for Medical Segmentation
Lebrat, Leo, Cruz, Rodrigo Santa, Dorent, Reuben, Yaksic, Javier Urriola, Pagnozzi, Alex, Belous, Gregg, Bourgeat, Pierrick, Fripp, Jurgen, Fookes, Clinton, Salvado, Olivier
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
Get full text
Conference Proceeding