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Carte Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 Philippe C. Cattin

Medical Image Computing and Computer Assisted Intervention - MICCAI 2021

24th International Conference, Strasbourg, France, September 27-October 1, 2021, Proceedings, Part VI

Autor: Philippe C. Cattin, Stéphane Cotin, Caroline Essert, Stefanie Speidel, Yefeng Zheng, Nicolas Padoy
Limbă: engleză
Legare: Carte broșată
Editura: Springer Nature Switzerland AG
Disponibilitate: În depozitul extern
Expediem în 5-8 zile
523.48 lei
The eight-volume set LNCS 12901, 12902, 12903, 12904, 12905, 12906, 12907, and 12908 constitutes the...

Informații despre carte

Autor
Philippe C. Cattin, Stéphane Cotin, Caroline Essert, Stefanie Speidel, Yefeng Zheng, Nicolas Padoy
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2021
Pagini
626
EAN
9783030872304
ISBN
3030872300
Enbook ID
37189754
Editura
Springer Nature Switzerland AG
Greutate
1003
Dimensiuni
155 x 235 x 36

Descriere completă

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.

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