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 | 30 | 2022 |
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 | 7 | 2024 |
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 | 5 | 2024 |
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 | 2 | 2024 |
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 | 2 | 2024 |
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 |