Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis: Second International Workshop, UNSURE 2020, and Third International Workshop, GRAIL 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings (1st ed. 2020) (Lecture Notes in Computer Science #12443)

Synopsis

This book constitutes the refereed proceedings of the Second International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2020, and the Third International Workshop on Graphs in Biomedical Image Analysis, GRAIL 2020, held in conjunction with MICCAI 2020, in Lima, Peru, in October 2020. The workshops were held virtually due to the COVID-19 pandemic.For UNSURE 2020, 10 papers from 18 submissions were accepted for publication. They focus on developing awareness and encouraging research in the field of uncertainty modelling to enable safe implementation of machine learning tools in the clinical world. GRAIL 2020 accepted 10 papers from the 12 submissions received. The workshop aims to bring together scientists that use and develop graph-based models for the analysis of biomedical images and to encourage the exploration of graph-based models for difficult clinical problems within a variety of biomedical imaging contexts.

Copyright:

2020

Book Details

Book Quality:

Publisher Quality

ISBN-13:

9783030603656

Related ISBNs:

9783030603649

Publisher:

Springer International Publishing

Date of Addition:

02/28/21

Copyrighted By:

Springer Nature Switzerland AG

Adult content:

No

Language:

English

Has Image Descriptions:

No

Categories:

Nonfiction, Art and Architecture, Computers and Internet

Submitted By:

Bookshare Staff

Usage Restrictions:

This is a copyrighted book.

Edited by:

Sarah Parisot

Edited by:

Enzo Ferrante

Edited by:

Bartlomiej Papiez

Edited by:

Aristeidis Sotiras

Edited by:

William M. Wells

Edited by:

Koen Van Leemput

Edited by:

Ryutaro Tanno

Edited by:

Adrian Dalca

Edited by:

Christian F. Baumgartner

Edited by:

Tal Arbel

Edited by:

Hamid Fehri

Edited by:

Carole H. Sudre