Machine Learning in Medical Imaging: 10th International Workshop, MLMI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, ... Recognition, and Graphics, Band 11861) - Softcover

Buch 138 von 300: Lecture Notes in Computer Science
 
9783030326913: Machine Learning in Medical Imaging: 10th International Workshop, MLMI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, ... Recognition, and Graphics, Band 11861)
Softcover
ISBN 10: 3030326918 ISBN 13: 9783030326913
Verlag: Springer, 2019

Inhaltsangabe

This book constitutes the proceedings of the 10th International Workshop on Machine Learning in Medical Imaging, MLMI 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019. 

The 78 papers presented in this volume were carefully reviewed and selected from 158 submissions. 
They focus on major trends and challenges in the area, aiming to identify new-cutting-edge techniques and their uses in medical imaging. Topics dealt with are: deep learning, generative adversarial learning, ensemble learning, sparse learning, multi-task learning, multi-view learning, manifold learning, and reinforcement learning, with their applications to medical image analysis, computer-aided detection and diagnosis, multi-modality fusion, image reconstruction, image retrieval, cellular image analysis, molecular imaging, digital pathology, etc. 

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Verlag
Springer
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
3030326918
ISBN 13 
9783030326913
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
716
Herausgeber
Suk Heung-Il, Liu Mingxia, Yan Pingkun, Lian Chunfeng
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