Research output per year
Research output per year
Personal profile
Education/Academic qualification
PhD, Reproducible and interpretable deep learning for the diagnosis, prognosis and subtyping of Alzheimer’s disease from neuroimaging data , Sorbonne Université
1 Sept 2018 → 31 Dec 2021
Award Date: 8 Dec 2021
Artificial Intelligence Expert
- Health and Well-being
- Computer Vision
Fingerprint
Dive into the research topics where Elina Thibeau-Sutre is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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How Can Data Augmentation Improve Attribution Maps for Disease Subtype Explainability?
Thibeau-Sutre, E., Wolterink, J. M., Colliot, O. & Burgos, N., 3 Apr 2023, SPIE Medical Imaging 2023: Image Processing. Colliot, O. & Isgum, I. (eds.). SPIE, 1246424Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile27 Downloads (Pure) -
Uncertainty-based quality assurance of carotid artery segmentation
Thibeau-Sutre, E., Alblas, D., Buurman, S., Brune, C. & Wolterink, J. M., 18 Aug 2023, (Accepted/In press) Uncertainty for Safe Utilization of Machine Learning in Medical Imaging (UNSURE).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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ClinicaDL: An open-source deep learning software for reproducible neuroimaging processing
Thibeau-Sutre, E., Díaz, M., Hassanaly, R., Routier, A., Dormont, D., Colliot, O. & Burgos, N., Jun 2022, In: Computer methods and programs in biomedicine. 220, 106818.Research output: Contribution to journal › Article › Academic › peer-review
13 Citations (Scopus) -
MRI field strength predicts Alzheimer's disease: a case example of bias in the ADNI data set
Thibeau-Sutre, E., Couvy-Duchesne, B., Dormont, D., Colliot, O. & Burgos, N., 26 Apr 2022, MRI field strength predicts Alzheimer's disease: a case example of bias in the ADNI data set.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile5 Citations (Scopus)8 Downloads (Pure)
Prizes
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CMI-NEN seed-money award
Thibeau-Sutre, Elina (Recipient), Wolterink, Jelmer Maarten (Contributor), Brune, Christoph (Contributor), Consten, Esther C.J. (Contributor), Geitenbeek, Ritch (Contributor) & Schurink, Niels (Contributor), 22 Apr 2022
Prize