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Optimization with Soft Dice Can Lead to a Volumetric Bias.

, , , and . BrainLes@MICCAI (1), volume 11992 of Lecture Notes in Computer Science, page 89-97. Springer, (2019)

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Robust initialization for 2D/3D registration of knee implant models to single-plane fluoroscopy., , , , and . Medical Imaging: Image Processing, volume 6512 of SPIE Proceedings, page 651208. SPIE, (2007)A Unifying Framework for Partial Volume Segmentation of Brain MR Images., , , and . IEEE Trans. Med. Imaging, 22 (1): 105-119 (2003)Active Shape Model-Based Segmentation of Digital X-ray Images., , , , and . MICCAI, volume 1679 of Lecture Notes in Computer Science, page 128-137. Springer, (1999)Automated Segmentation of MS Lesions from Multi-channel MR Images., , , , , and . MICCAI, volume 1679 of Lecture Notes in Computer Science, page 11-21. Springer, (1999)Validation of Nonlinear Spatial Filtering to Improve Tissue Segmentation of MR Brain Images., , , , and . MICCAI, volume 2208 of Lecture Notes in Computer Science, page 507-515. Springer, (2001)Integrating Statistical Shape Models into a Graph Cut Framework for Tooth Segmentation., , and . MLMI, volume 7588 of Lecture Notes in Computer Science, page 242-249. Springer, (2012)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)