Medical Image Computing and Computer Assisted Intervention - Miccai 2021: 24th International Conference, Strasbourg, France, September 27 – October 1, 2021, Proceedings, Part V: 12905 - Brossura

Brossura

ISBN 10: 3030872394 ISBN 13: 9783030872397

Casa editrice: Springer-Nature New York Inc, 2021

Riassunto

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.*<p>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:</p><p>Part I: image segmentation</p><p>Part II: machine learning - self-supervised learning; machine learning - semi-supervised learning; and machine learning - weakly supervised learning</p><p>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</p><p>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</p><p>Part V: computer aided diagnosis; integration of imaging with non-imaging biomarkers; and outcome/disease prediction</p><p>Part VI: image reconstruction; clinical applications - cardiac; and clinical applications - vascular</p><p>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</p><p>Part VIII: clinical applications - ophthalmology; computational (integrative) pathology; modalities - microscopy; modalities - histopathology; and modalities - ultrasound</p><p></p><p>*The conference was held virtually.</p><p></p>

Dettagli dell'edizione

• Editore: Springer-Nature New York Inc
• Data di pubblicazione: 2021
• Lingua: Inglese
• ISBN 10: 3030872394
• ISBN 13: 9783030872397
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 880
• Redattore: De Bruijne Marleen, Cattin Philippe C., Cotin Stphane, Padoy Nicolas, Speidel Stefanie
• Contatto del produttore: ProductSafety@springernature.com; ProductSafety@springernature.com; ; Uhlandstraße 14; Stuttgart; 70182; Germania