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)
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Journal Article
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)
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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)
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Conference Proceeding
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)
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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)
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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)
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Conference Proceeding
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)
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Conference Proceeding
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)
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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)
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Conference Proceeding
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)
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Conference Proceeding
Syn3DWound: A Synthetic Dataset for 3D Wound Bed Analysis
Lebrat, Leo, 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
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)
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Conference Proceeding
DBCE : A Saliency Method for Medical Deep Learning Through Anatomically-Consistent Free-Form Deformations
Peters, Joshua, Lebrat, Leo, Cruz, Rodrigo Santa, Nicolson, Aaron, Belous, Gregg, Konate, Salamata, Raniga, Parnesh, Dore, Vincent, Bourgeat, Pierrick, Mejan-Fripp, Jurgen, Fookes, Clinton, Salvado, Olivier
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2023)
Published in 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2023)
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Conference Proceeding
Smocam: Smooth Conditional Attention Mask For 3d-Regression Models
Konate, Salamata, Lebrat, Leo, Cruz, Rodrigo Santa, Bourgeat, Pierrick, Dore, Vincent, Fripp, Jurgen, Bradley, Andrew, 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)
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Conference Proceeding
SALVE: A 3D Reconstruction Benchmark of Wounds from Consumer-grade Videos
Chierchia, Remi, Lebrat, Leo, Ahmedt-Aristizabal, David, Salvado, Olivier, Fookes, Clinton, Cruz, Rodrigo Santa
Year of Publication 28.07.2024
Year of Publication 28.07.2024
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Journal Article
NeRF Director: Revisiting View Selection in Neural Volume Rendering
Xiao, Wenhui, Cruz, Rodrigo Santa, Ahmedt-Aristizabal, David, Salvado, Olivier, Fookes, Clinton, Lebrat, Leo
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
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Conference Proceeding
NeRF Director: Revisiting View Selection in Neural Volume Rendering
Xiao, Wenhui, Cruz, Rodrigo Santa, Ahmedt-Aristizabal, David, Salvado, Olivier, Fookes, Clinton, Lebrat, Leo
Year of Publication 13.06.2024
Year of Publication 13.06.2024
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Journal Article
Divide and Conquer: Rethinking the Training Paradigm of Neural Radiance Fields
Ma, Rongkai, Lebrat, Leo, Cruz, Rodrigo Santa, Avraham, Gil, Zuo, Yan, Fookes, Clinton, Salvado, Olivier
Year of Publication 29.01.2024
Year of Publication 29.01.2024
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Journal Article
Deformation-aware GAN for Medical Image Synthesis with Substantially Misaligned Pairs
Xin, Bowen, Young, Tony, Wainwright, Claire E, Blake, Tamara, Lebrat, Leo, Gaass, Thomas, Benkert, Thomas, Stemmer, Alto, Coman, David, Dowling, Jason
Year of Publication 18.08.2024
Year of Publication 18.08.2024
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Journal Article