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Quantification of Predictive Uncertainty via Inference-Time Sampling.

, , , , and . UNSURE@MICCAI, volume 13563 of Lecture Notes in Computer Science, page 14-25. Springer, (2022)

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Shape-Based Hand Recognition., , , and . IEEE Trans. Image Processing, 15 (7): 1803-1815 (2006)Spatial Decision Forests for MS Lesion Segmentation in Multi-Channel MR Images., , , , , and . MICCAI (1), volume 6361 of Lecture Notes in Computer Science, page 111-118. Springer, (2010)Is Synthesizing MRI Contrast Useful for Inter-modality Analysis?, , , , , and . MICCAI (1), volume 8149 of Lecture Notes in Computer Science, page 631-638. Springer, (2013)Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning., , and . Found. Trends Comput. Graph. Vis., 7 (2-3): 81-227 (2012)Injecting and removing malignant features in mammography with CycleGAN: Investigation of an automated adversarial attack using neural networks., , , , , , and . CoRR, (2018)Probabilistic 3D Surface Reconstruction from Sparse MRI Information., , , , , , and . MICCAI (1), volume 12261 of Lecture Notes in Computer Science, page 813-823. Springer, (2020)Quantification of Predictive Uncertainty via Inference-Time Sampling., , , , and . UNSURE@MICCAI, volume 13563 of Lecture Notes in Computer Science, page 14-25. Springer, (2022)Contrastive Learning of Single-Cell Phenotypic Representations for Treatment Classification., , , , , and . MLMI@MICCAI, volume 12966 of Lecture Notes in Computer Science, page 565-575. Springer, (2021)Modality Propagation: Coherent Synthesis of Subject-Specific Scans with Data-Driven Regularization., , , , and . MICCAI (1), volume 8149 of Lecture Notes in Computer Science, page 606-613. Springer, (2013)A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols., , , and . MICCAI (1), volume 11070 of Lecture Notes in Computer Science, page 476-484. Springer, (2018)