Published by Springer, 2021
ISBN 10: 303087236X ISBN 13: 9783030872366
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Published by Springer, 2021
ISBN 10: 303087236X ISBN 13: 9783030872366
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Published by Springer, 2021
ISBN 10: 303087236X ISBN 13: 9783030872366
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Published by Springer, 2021
ISBN 10: 303087236X ISBN 13: 9783030872366
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Published by Springer, 2021
ISBN 10: 303087236X ISBN 13: 9783030872366
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Published by Springer International Publishing Sep 2021, 2021
ISBN 10: 303087236X ISBN 13: 9783030872366
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 744 pp. Englisch.
Published by Springer, 2021
ISBN 10: 303087236X ISBN 13: 9783030872366
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Published by Springer, 2021
ISBN 10: 303087236X ISBN 13: 9783030872366
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Published by Springer, Berlin|Springer International Publishing|Springer, 2021
ISBN 10: 303087236X ISBN 13: 9783030872366
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. and machine learning - weakly supervised learningPart III: machine learning - advances in machine learning theory and clinical applications - vascularPart VII: clinical applications - abdomen and clinical applications - oncologyPart VIII: clinical applica.
Published by Springer International Publishing, 2021
ISBN 10: 303087236X ISBN 13: 9783030872366
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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.
Published by Springer, 2021
ISBN 10: 303087236X ISBN 13: 9783030872366
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Published by Springer, 2021
ISBN 10: 303087236X ISBN 13: 9783030872366
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