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Aurélien Maire
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2020 – today
- 2024
- [j4]Simona Bottani, Elina Thibeau-Sutre, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot, Ninon Burgos:
Contrast-enhanced to non-contrast-enhanced image translation to exploit a clinical data warehouse of T1-weighted brain MRI. BMC Medical Imaging 24(1): 67 (2024) - [j3]Sophie Loizillon
, Simona Bottani, Aurélien Maire
, Sebastian Ströer, Didier Dormont
, Olivier Colliot
, Ninon Burgos
:
Automatic motion artefact detection in brain T1-weighted magnetic resonance images from a clinical data warehouse using synthetic data. Medical Image Anal. 93: 103073 (2024) - [i2]Sophie Loizillon, Simona Bottani, Stéphane Mabille, Yannick Jacob, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot, Ninon Burgos:
Automated MRI Quality Assessment of Brain T1-weighted MRI in Clinical Data Warehouses: A Transfer Learning Approach Relying on Artefact Simulation. CoRR abs/2406.12448 (2024) - 2023
- [j2]Simona Bottani
, Ninon Burgos
, Aurélien Maire, Dario Saracino
, Sebastian Ströer, Didier Dormont, Olivier Colliot
:
Evaluation of MRI-based machine learning approaches for computer-aided diagnosis of dementia in a clinical data warehouse. Medical Image Anal. 89: 102903 (2023) - [c3]Sophie Loizillon, Olivier Colliot, Lydia Chougar, Sebastian Ströer, Yannick Jacob, Aurélien Maire, Didier Dormont, Ninon Burgos:
Semi-supervised Domain Adaptation for Automatic Quality Control of FLAIR MRIs in a Clinical Data Warehouse. DART@MICCAI 2023: 84-93 - [c2]Sophie Loizillon, Simona Bottani, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot, Ninon Burgos:
Transfer learning from synthetic to routine clinical data for motion artefact detection in brain T1-weighted MRI. Medical Imaging: Image Processing 2023 - 2022
- [j1]Simona Bottani, Ninon Burgos
, Aurélien Maire, Adam Wild, Sebastian Ströer, Didier Dormont, Olivier Colliot
:
Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse. Medical Image Anal. 75: 102219 (2022) - [c1]Simona Bottani, Elina Thibeau-Sutre
, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot
, Ninon Burgos
:
Homogenization of brain MRI from a clinical data warehouse using contrast-enhanced to non-contrast-enhanced image translation with U-Net derived models. Medical Imaging: Image Processing 2022 - 2021
- [i1]Simona Bottani, Ninon Burgos, Aurélien Maire, Adam Wild, Sebastian Ströer, Didier Dormont, Olivier Colliot:
Automatic quality control of brain T1-weighted magnetic resonance images for a clinical data warehouse. CoRR abs/2104.08131 (2021)
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