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Medical image computing and computer...

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Medical image computing and computer assisted intervention - MICCAI 202124th International Conference, Strasbourg, France, September 27-October 1, 2021 : proceedings.Part II /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Medical image computing and computer assisted intervention - MICCAI 2021edited by Marleen de Bruijne ... [et al.].
Reminder of title:	24th International Conference, Strasbourg, France, September 27-October 1, 2021 : proceedings.
remainder title:	MICCAI 2021
other author:	Bruijne, Marleen de.
corporate name:
Published:	Cham :Springer International Publishing :2021.
Description:	xxxvii, 662 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Diagnostic imagingCongresses.Data processing
Online resource:	https://doi.org/10.1007/978-3-030-87196-3
ISBN:	9783030871963$q(electronic bk.)

Medical image computing and computer assisted intervention - MICCAI 202124th International Conference, Strasbourg, France, September 27-October 1, 2021 : proceedings.Part II /
Medical image computing and computer assisted intervention - MICCAI 202124th International Conference, Strasbourg, France, September 27-October 1, 2021 : proceedings.Part II /[electronic resource] :MICCAI 2021edited by Marleen de Bruijne ... [et al.]. - Cham :Springer International Publishing :2021. - xxxvii, 662 p. :ill., digital ;24 cm. - Lecture notes in computer science,129020302-9743 ;. - Lecture notes in computer science ;4891..

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 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: 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 - 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.

ISBN: 9783030871963$q(electronic bk.)

Standard No.: 10.1007/978-3-030-87196-3doiSubjects--Topical Terms:

445765
Diagnostic imaging
--Data processing--Congresses.

LC Class. No.: RC78.7.D53 / I58 2021

Dewey Class. No.: 616.0754

Medical image computing and computer assisted intervention - MICCAI 202124th International Conference, Strasbourg, France, September 27-October 1, 2021 : proceedings.Part II /
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