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Book Cover
E-book
Author MLCN (Workshop) (3rd : 2020 : Online)

Title Machine learning in clinical neuroimaging and radiogenomics in neuro-oncology : Third International Workshop, MLCN 2020, and Second International Workshop, RNO-AI 2020, held in conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, proceedings / Seyed Mostafa Kia, Hassan Mohy-ud-Din et al. (eds.)
Published Cham, Switzerland : Springer, [2020]

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Description 1 online resource (xviii, 305 pages) : illustrations
Series Lecture notes in computer science ; 12449
LNCS sublibrary: SL6 - Image processing, computer vision, pattern recognition, and graphics
Lecture notes in computer science ; 12449.
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
Summary This book constitutes the refereed proceedings of the Third International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2020, and the Second International Workshop on Radiogenomics in Neuro-oncology, RNO-AI 2020, held in conjunction with MICCAI 2020, in Lima, Peru, in October 2020.* For MLCN 2020, 18 papers out of 28 submissions were accepted for publication. The accepted papers present novel contributions in both developing new machine learning methods and applications of existing methods to solve challenging problems in clinical neuroimaging. For RNO-AI 2020, all 8 submissions were accepted for publication. They focus on addressing the problems of applying machine learning to large and multi-site clinical neuroimaging datasets. The workshop aimed to bring together experts in both machine learning and clinical neuroimaging to discuss and hopefully bridge the existing challenges of applied machine learning in clinical neuroscience. *The workshops were held virtually due to the COVID-19 pandemic
Bibliography Includes bibliographical references and index
Notes Online resource; title from PDF title page (SpringerLink, viewed February 26, 2021)
Subject Diagnostic imaging -- Digital techniques -- Congresses
Machine learning -- Congresses
Electronic data processing -- Distributed processing -- Congresses
Optical data processing.
Diagnostic imaging -- Digital techniques
Electronic data processing -- Distributed processing
Machine learning
Optical data processing
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Kia, Seyed Mostafa, editor
Mohy-ud-Din, Hassan, editor
RNO-AI (Workshop) (2nd : 2020 : Online), jointly held conference.
International Conference on Medical Image Computing and Computer-Assisted Intervention (23rd : 2020 : Online), jointly held conference.
ISBN 9783030668433
3030668436
Other Titles MLCN 2020
RNO-AI 2020