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2020 – today
- 2024
[b1]Ravi Hassanaly:
Pseudo-healthy image reconstruction with deep generative models for the detection of dementia-related anomalies. (Reconstruction d'images pseudo-saines à l'aide de modèles génératifs profonds pour la détection d'anomalies liées à la démence). Sorbonne University, Paris, France, 2024- [i2]Ravi Hassanaly, Camille Brianceau, Maëlys Solal, Olivier Colliot, Ninon Burgos:
Evaluation of pseudo-healthy image reconstruction for anomaly detection with deep generative models: Application to brain FDG PET. CoRR abs/2401.16363 (2024) - 2023
- [c2]Ravi Hassanaly, Camille Brianceau, Olivier Colliot, Ninon Burgos:
Unsupervised Anomaly Detection in 3D Brain FDG PET: A Benchmark of 17 VAE-Based Approaches. DGM4MICCAI 2023: 110-120 - [c1]Ravi Hassanaly, Simona Bottani, Benoît Sauty, Olivier Colliot, Ninon Burgos:
Simulation based evaluation framework for deep learning unsupervised anomaly detection on brain FDG-PET. Image Processing 2023 - [i1]Maëlys Solal, Ravi Hassanaly, Ninon Burgos:
Leveraging healthy population variability in deep learning unsupervised anomaly detection in brain FDG PET. CoRR abs/2311.12081 (2023) - 2022
- [j2]Elina Thibeau-Sutre
, Mauricio Diaz-Melo, Ravi Hassanaly, Alexandre Routier, Didier Dormont, Olivier Colliot, Ninon Burgos:
ClinicaDL: An open-source deep learning software for reproducible neuroimaging processing. Comput. Methods Programs Biomed. 220: 106818 (2022) - 2021
- [j1]Alexandre Routier, Ninon Burgos, Mauricio Diaz-Melo, Michael Bacci, Simona Bottani, Omar El-Rifai, Sabrina Fontanella, Pietro Gori, Jérémy Guillon, Alexis Guyot, Ravi Hassanaly, Thomas Jacquemont, Pascal Lu, Arnaud Marcoux, Tristan Moreau, Jorge Samper-González, Marc Teichmann, Elina Thibeau-Sutre, Ghislain Vaillant, Junhao Wen, Adam Wild, Marie Odile Habert, Stanley Durrleman, Olivier Colliot:
Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies. Frontiers Neuroinformatics 15: 689675 (2021)
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