Machine Learning in Medical Imaging: 12th International Workshop, MLMI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, ... Recognition, and Graphics, Band 12966) - Softcover

 
9783030875886: Machine Learning in Medical Imaging: 12th International Workshop, MLMI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, ... Recognition, and Graphics, Band 12966)
Softcover
ISBN 10: 3030875881 ISBN 13: 9783030875886
Verlag: Springer, 2021

Inhaltsangabe

This book constitutes the proceedings of the 12th International Workshop on Machine Learning in Medical Imaging, MLMI 2021, held in conjunction with MICCAI 2021, in Strasbourg, France, in September 2021.*

The 71 papers presented in this volume were carefully reviewed and selected from 92 submissions. They focus on major trends and challenges in the above-mentioned 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.

*The workshop was held virtually.

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Verlag
Springer
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
3030875881
ISBN 13 
9783030875886
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
724
Herausgeber
Lian Chunfeng, Cao Xiaohuan, Rekik Islem, Xu Xuanang, Yan Pingkun
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