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Description of  Medical Image Computing and Computer Assisted Intervention MICCAI 2021: 24th International Conference, Strasbourg, France, September 27 October 1, ... Part I (Lecture Notes in Computer Science)

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.