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Deep Structural Causal Models for Tractable Counterfactual Inference., , and . NeurIPS, (2020)Estimating Model Performance Under Domain Shifts with Class-Specific Confidence Scores., , , , and . MICCAI (8), volume 13437 of Lecture Notes in Computer Science, page 693-703. Springer, (2022)Automatic Lesion Analysis for Increased Efficiency in Outcome Prediction of Traumatic Brain Injury., , , , , , , , , and 1 other author(s). MLCN@MICCAI, volume 13596 of Lecture Notes in Computer Science, page 135-146. Springer, (2022)TBI Lesion Segmentation in Head CT: Impact of Preprocessing and Data Augmentation., , , , , , , , , and 7 other author(s). BrainLes@MICCAI (1), volume 11992 of Lecture Notes in Computer Science, page 13-22. Springer, (2019)Discrete Optimisation for Group-Wise Cortical Surface Atlasing., , , and . CVPR Workshops, page 442-448. IEEE Computer Society, (2016)Causality matters in medical imaging., , and . CoRR, (2019)Author Correction: Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study., , , , , , , , , and 11 other author(s). npj Digit. Medicine, (2022)Active label cleaning: Improving dataset quality under resource constraints., , , , , , , , , and 2 other author(s). CoRR, (2021)GLANCE: Global to Local Architecture-Neutral Concept-based Explanations., , and . CoRR, (2022)Better Together: Data Harmonization and Cross-Study Analysis of Abdominal MRI Data From UK Biobank and the German National Cohort, , , , , , , , , and 15 other author(s). Investigative Radiology, (2022)