@article{1440044, note = {International conference proceedings.}, author = {Bruijne, Marleen de, and Cattin, Philippe, and Cotin, Stéphane, and Padoy, Nicolas, and Speidel, Stefanie, and Zheng, Yefeng, and Essert, Caroline,}, url = {http://library.usi.edu/record/1440044}, title = {Medical image computing and computer assisted intervention - MICCAI 2021 : 24th international conference, Strasbourg, France, September 27-October 1, 2021 : proceedings., Part I /. International Conference on Medical Image Computing and Computer-Assisted Intervention}, abstract = {The eight-volume set LNCS 12901, 12902, 12903, 12904, 12905, 12906, 12907, and 12908 constitutes the refereed proceedings of the 24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021, held in Strasbourg, France, in September/October 2021.* The 542 revised full papers presented were carefully reviewed and selected from 1809 submissions in a double-blind review process. The papers are organized in the following topical sections: Part I: image segmentation Part II: machine learning - self-supervised learning; machine learning - semi-supervised learning; and machine learning - weakly supervised learning Part III: machine learning - advances in machine learning theory; machine learning - domain adaptation; machine learning - federated learning; machine learning - interpretability / explainability; and machine learning - uncertainty Part IV: image registration; image-guided interventions and surgery; surgical data science; surgical planning and simulation; surgical skill and work flow analysis; and surgical visualization and mixed, augmented and virtual reality Part V: computer aided diagnosis; integration of imaging with non-imaging biomarkers; and outcome/disease prediction Part VI: image reconstruction; clinical applications - cardiac; and clinical applications - vascular Part VII: clinical applications - abdomen; clinical applications - breast; clinical applications - dermatology; clinical applications - fetal imaging; clinical applications - lung; clinical applications - neuroimaging - brain development; clinical applications - neuroimaging - DWI and tractography; clinical applications - neuroimaging - functional brain networks; clinical applications - neuroimaging - others; and clinical applications - oncology Part VIII: clinical applications - ophthalmology; computational (integrative) pathology; modalities - microscopy; modalities - histopathology; and modalities - ultrasound *The conference was held virtually.}, doi = {https://doi.org/10.1007/978-3-030-87193-2}, recid = {1440044}, pages = {1 online resource (xxxvii, 746 pages) :}, }