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Maëlys Solal
Maëlys Solal
PhD student, Paris Brain Institute, France
Verified email at icm-institute.org
Title
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Year
Scalable sensitivity and uncertainty analysis for causal-effect estimates of continuous-valued interventions
A Jesson, A Douglas, P Manshausen, M Solal, N Meinshausen, P Stier, ...
Advances in Neural Information Processing Systems 35, 13892-13907, 2022
302022
Evaluation of pseudo-healthy image reconstruction for anomaly detection with deep generative models: Application to brain FDG PET
R Hassanaly, C Brianceau, M Solal, O Colliot, N Burgos
Machine Learning for Biomedical Imaging 2 (Special Issue for Generative …, 2024
72024
Leveraging healthy population variability in deep learning unsupervised anomaly detection in brain FDG PET
M Solal, R Hassanaly, N Burgos
Medical Imaging 2024: Image Processing 12926, 359-365, 2024
52024
Confidence intervals uncovered: Are we ready for real-world medical imaging AI?
E Christodoulou, A Reinke, R Houhou, P Kalinowski, S Erkan, CH Sudre, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2024
22024
Pseudo-healthy image reconstruction with variational autoencoders for anomaly detection: A benchmark on 3D brain FDG PET
R Hassanaly, M Solal, O Colliot, N Burgos
22024
Using uncertainty-aware machine learning models to study aerosol-cloud interactions
M Solal, A Jesson, Y Gal, A Douglas
NeurIPS 2022 Workshop on Tackling Climate Change with Machine Learning, 2022
2022
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Articles 1–6