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

Hayit Greenspan (Editor), Ryutaro Tanno (Editor), Marius Erdt (Editor), Tal Arbel (Editor), Christian Baumgartner (Editor), Adrian Dalca (Editor), Carole H Sudre (Editor), William M Wells (Editor), Klaus Drechsler (Editor), Marius George Linguraru (Editor), Cristina Oyarzun Laura (Editor), Stefan Wesarg (Editor), Raj Shekhar (Editor), Miguel Ángel González Ballester (Editor)

Research output: Book/ReportBook

Abstract

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. .
Original languageEnglish
Place of PublicationCham
Number of pages192
Edition1st ed. 2019
ISBN (Electronic)3030326896, 9783030326890
DOIs
StatePublished - 2019

Publication series

NameLecture Notes in Computer Science
Volume11840
NameImage Processing, Computer Vision, Pattern Recognition, and Graphics
PublisherSpringer International Publishing; Imprint: Springer
Volume11840

ULI publications

  • uli
  • AI (Artificial intelligence)
  • Artificial intelligence
  • Artificial intelligence -- collected works
  • Artificial thinking
  • Clinical informatics
  • Electronic brains -- Artificial intelligence
  • Health informatics
  • Intellectronics -- Artificial intelligence
  • Intelligence, Artificial
  • Intelligent machines -- Artificial intelligence
  • Machine intelligence
  • Medical informatics
  • Medical information science
  • Optical computing
  • Optical data processing
  • Thinking, Artificial
  • Visual data processing
  • אינטליגנציה מלאכותית
  • אינפורמטיקה רפואית
  • בינה מלאכותית

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