Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 24th International Conference, Strasbourg, France, September 27-October 1, 2021, Proceedings, Part I

• Main Authors: de Bruijne, Marleen, Cattin, Philippe C, Cotin, Stéphane, Padoy, Nicolas, Speidel, Stefanie, Zheng, Yefeng, Essert, Caroline
• Format: eBook Conference Proceeding Book
• Language: English
• Published: Cham Springer International Publishing AG 2021; Springer International Publishing; Springer Nature
• Edition: 1
• Series: Lecture Notes in Computer Science
• Subjects: Artificial Intelligence; Computational Biology/Bioinformatics; Computer Science; Diagnostic imaging-Data processing; Image Processing and Computer Vision; Information Systems and Communication Service; Modeling and Simulation; Optical data processing; Pattern Recognition
• ISBN: 3030871924; 9783030871925
• ISSN: 0302-9743; 1611-3349
• DOI: 10.1007/978-3-030-87193-2

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 segmentationPart II: machine learning - self-supervised learning; machine learning - semi-supervised learning; and machine learning - weakly supervised learningPart III: machine learning - advances in machine learning theory; machine learning - domain adaptation; machine learning - federated learning; machine learning - interpretability / explainability; and machine learning - uncertaintyPart 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 realityPart V: computer aided diagnosis; integration of imaging with non-imaging biomarkers; and outcome/disease predictionPart VI: image reconstruction; clinical applications - cardiac; and clinical applications - vascularPart 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 - oncologyPart VIII: clinical applications - ophthalmology; computational (integrative) pathology; modalities - microscopy; modalities - histopathology; and modalities - ultrasound*The conference was held virtually.