Project MIRA

Next Generation Machine Intelligence for Medical Image Representation and Analysis 


High Fidelity Image Counterfactuals with Probabilistic Causal Models

De Sousa Ribeiro et al. (2023) ICML

Langley et al. (2022) Transactions on Machine Learning Research

Rajat et al. (2022) ECCV Causality in Vision Workshop

Islam and Glocker (2022) ECCV Medical Computer Vision Workshop

Popescu  et al. (2022) Journal of Machine Learning for Biomedical Imaging

Popescu et al. (2021) Frontiers in Aging Neuroscience

Berger et al. (2021) MICCAI Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging 

Islam et al. (2021) ICML Workshop on Uncertainty and Robustness in Deep Learning

Filbrandt et al. (2021) MICCAI Workshop on Domain Adaptation and Representation Transfer

Castro, Walker, Glocker (2020) Nature Communications

Dou et al. (2020) IEEE Transactions on Medical Imaging

Valindria et al. (2018) Workshop on Machine Learning in Medical Imaging

Baweja et al. (2018) Workshop Medical Imaging meets NeurIPS