Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures

First International Workshop, UNSURE 2019, and 8th International Workshop, CLIP 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings

Christian Baumgartner editor Tal Arbel editor Hayit Greenspan editor Ryutaro Tanno editor Marius Erdt editor Adrian Dalca editor Carole H Sudre editor William M Wells editor

Format:Paperback

Publisher:Springer Nature Switzerland AG

Published:11th Oct '19

Currently unavailable, and unfortunately no date known when it will be back

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and Clinical Image-Based Procedures cover

This book constitutes the refereed proceedings of the First International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2019, and the 8th International Workshop on Clinical Image-Based Procedures, CLIP 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019.

For UNSURE 2019, 8 papers from 15 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.

CLIP 2019 accepted 11 papers from the 15 submissions received. The workshops provides a forum for work centred on specific clinical applications, including techniques and procedures based on comprehensive clinical image and other data. 

ISBN: 9783030326883

Dimensions: unknown

Weight: unknown

192 pages

1st ed. 2019