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Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI.

, , , , and . MIDL, volume 172 of Proceedings of Machine Learning Research, page 387-406. PMLR, (2022)

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Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation., , , , , , , and . CoRR, (2022)Mapping the human auditory cortex using spectrotemporal receptive fields generated with magnetoencephalography., , , , , and . NeuroImage, (2021)Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI., , , , and . MIDL, volume 172 of Proceedings of Machine Learning Research, page 387-406. PMLR, (2022)Debiasing Counterfactuals in the Presence of Spurious Correlations., , , , , , and . CLIP/FAIMI/EPIMI@MICCAI, volume 14242 of Lecture Notes in Computer Science, page 276-286. Springer, (2023)Clinically Plausible Pathology-Anatomy Disentanglement in Patient Brain MRI with Structured Variational Priors., , , , , , and . CoRR, (2022)Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers., , , , , , and . AIIIMA/MIABID@MICCAI, volume 13602 of Lecture Notes in Computer Science, page 113-124. Springer, (2022)Improving Image-Based Precision Medicine with Uncertainty-Aware Causal Models., , , , , and . MICCAI (5), volume 14224 of Lecture Notes in Computer Science, page 472-481. Springer, (2023)