Medical Image Computing and Computer Assisted Intervention – MICCAI 2020
23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part IV
The seven-volume set LNCS 12261, 12262, 12263, 12264, 12265, 12266, and 12267 constitutes the refereed proceedings of the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, held in Lima, Peru, in October 2020. The conference was held virtually due to the COVID-19 pandemic. 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: machine learning methodologiesPart II: image reconstruction; prediction and diagnosis; cross-domain methods and reconstruction; domain adaptation; machine learning applications; generative adversarial networksPart III: CAI applications; image registration; instrumentation and surgical phase detection; navigation and visualization; ultrasound imaging; video image analysisPart IV: segmentation; shape models and landmark detectionPart V: biological, optical, microscopic imaging; cell segmentation and stain normalization; histopathology image analysis; opthalmologyPart VI: angiography and vessel analysis; breast imaging; colonoscopy; dermatology; fetal imaging; heart and lung imaging; musculoskeletal imagingPart VI: brain development and atlases; DWI and tractography; functional brain networks; neuroimaging; positron emission tomography
ISBN: | 9783030597184 |
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Sprache: | Englisch |
Seitenzahl: | 831 |
Produktart: | Kartoniert / Broschiert |
Herausgeber: | Abolmaesumi, Purang Joskowicz, Leo Martel, Anne L. Mateus, Diana Racoceanu, Daniel Stoyanov, Danail Zhou, S. Kevin Zuluaga, Maria A. |
Verlag: | Springer International Publishing |
Veröffentlicht: | 03.10.2020 |
Untertitel: | 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part IV |
Schlagworte: | artificial intelligence bioinformatics computer aided diagnosis computer vision image analysis image processing image reconstruction image segmentation imaging systems machine learning |
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