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Books > Computing & IT > Applications of computing > Image processing
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Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part VIII (Paperback, 1st ed. 2021)
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Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part VIII (Paperback, 1st ed. 2021)
Series: Image Processing, Computer Vision, Pattern Recognition, and Graphics, 12908
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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
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 - attention models;
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.
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