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Více informací o knize Medical Image Computing and Computer Assisted Intervention - MICCAI 2021

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Anotace knihy

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 531 revised full papers presented were carefully reviewed and selected from 1630 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 - attention models; 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.

Parametry knihy

Zařazení knihy Knihy v němčině Naturwissenschaften, Medizin, Informatik, Technik Informatik, EDV Anwendungs-Software

• Plný název: Medical Image Computing and Computer Assisted Intervention - MICCAI 2021
• Podnázev: 24th International Conference, Strasbourg, France, September 27-October 1, 2021, Proceedings, Part I
• Autor: Philippe C. Cattin, Stéphane Cotin, Caroline Essert, Stefanie Speidel, Yefeng Zheng, Nicolas Padoy
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 746
• EAN: 9783030871925
• ISBN: 3030871924
• ID: 37199330
• Nakladatelství: Springer Nature Switzerland AG
• Hmotnost: 1187 g
• Rozměry: 235 × 155 × 42 mm
• Datum vydání: 23. September 2021

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