Medical Image Computing and Computer Assisted Intervention ¿ MICCAI 2021
Medical Image Computing and Computer Assisted Intervention ¿ MICCAI 2021
Buch
- 24th International Conference, Strasbourg, France, September 27¿October 1, 2021, Proceedings, Part I
- Herausgeber: Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Caroline Essert, Stefanie Speidel, Yefeng Zheng, Nicolas Padoy
- Springer International Publishing AG, 09/2021
- Einband: Kartoniert / Broschiert, Paperback
- Sprache: Englisch
- ISBN-13: 9783030871925
- Bestellnummer: 10733563
- Umfang: 788 Seiten
- Nummer der Auflage: 21001
- Auflage: 1st ed. 2021
- Gewicht: 1165 g
- Maße: 235 x 155 mm
- Stärke: 41 mm
- Erscheinungstermin: 23.9.2021
- Serie: Image Processing, Computer Vision, Pattern Recognition, and Graphics - Band 12901
Achtung: Artikel ist nicht in deutscher Sprache!
Weitere Ausgaben von Medical Image Computing and Computer Assisted Intervention ¿ MICCAI 2021
Klappentext
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.