Dr. Elina Thibeau-Sutre Profile

Dr. Elina Thibeau-Sutre

at Univ of Twente

SPIE Involvement:

Author

Publications (3)

Proceedings Article | 2 April 2024 Paper

Recent advances in the open-source ClinicaDL software for reproducible neuroimaging with deep learning

Ravi Hassanaly, Camille Brianceau, Mauricio Diaz, Sophie Loizillon, Elina Thibeau-Sutre, Nathan Cassereau, Olivier Colliot, Ninon Burgos

Proceedings Volume 12926, 1292621 (2024) https://doi.org/10.1117/12.3006039

KEYWORDS: Reproducibility, Neuroimaging, Deep learning, Open source software, Medical imaging, Quality control, Medical research

Read Abstract +

Proceedings Article | 3 April 2023 Poster + Paper

How can data augmentation improve attribution maps for disease subtype explainability

Elina Thibeau Sutre, Jelmer Wolterink, Olivier Colliot, Ninon Burgos

Proceedings Volume 12464, 1246424 (2023) https://doi.org/10.1117/12.2653809

KEYWORDS: Data modeling, Image classification, Image segmentation, Deep learning, Diseases and disorders, Brain mapping, Alzheimer's disease

Read Abstract +

Proceedings Article | 10 March 2020 Presentation + Paper

Visualization approach to assess the robustness of neural networks for medical image classification

Elina Thibeau-Sutre, Olivier Colliot, Didier Dormont, Ninon Burgos

Proceedings Volume 11313, 113131J (2020) https://doi.org/10.1117/12.2548952

KEYWORDS: Visualization, Image classification, Medical imaging, Magnetic resonance imaging, Neural networks, Image segmentation, Source mask optimization, 3D image processing, Brain, Tolerancing

Read Abstract +

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Keywords/Phrases

Search In:

Publication Years