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On the Relationship Between Calibrated Predictors and Unbiased Volume Estimation.

, , , , and . MICCAI (1), volume 12901 of Lecture Notes in Computer Science, page 678-688. Springer, (2021)

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Theoretical analysis and experimental validation of volume bias of soft Dice optimized segmentation maps in the context of inherent uncertainty., , , and . Medical Image Anal., (2021)Explainable-by-design Semi-Supervised Representation Learning for COVID-19 Diagnosis from CT Imaging., , , , , , , , , and 30 other author(s). CoRR, (2020)Convolutional neural networks for medical image segmentation., , , and . CoRR, (2022)Final infarct prediction in acute ischemic stroke., , , and . CoRR, (2022)Post Training Uncertainty Calibration Of Deep Networks For Medical Image Segmentation., , , , and . ISBI, page 1052-1056. IEEE, (2021)Automated breast cancer risk estimation on routine CT thorax scans by deep learning segmentation., , , , , , , and . Medical Imaging: Computer-Aided Diagnosis, volume 11314 of SPIE Proceedings, SPIE, (2020)Cross-Modal Distillation to Improve MRI-Based Brain Tumor Segmentation With Missing MRI Sequences., , , , , , , , and . IEEE Trans. Biomed. Eng., 69 (7): 2153-2164 (2022)The Dice Loss in the Context of Missing or Empty Labels: Introducing $\varPhi $ and ε., , , , and . MICCAI (5), volume 13435 of Lecture Notes in Computer Science, page 527-537. Springer, (2022)Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory and Practice., , , , , , and . MICCAI (2), volume 11765 of Lecture Notes in Computer Science, page 92-100. Springer, (2019)On the Relationship Between Calibrated Predictors and Unbiased Volume Estimation., , , , and . MICCAI (1), volume 12901 of Lecture Notes in Computer Science, page 678-688. Springer, (2021)