Machine Learning in Medical Imaging : 12th International Workshop, Mlmi 2021, Held in Conjunction With Miccai 2021, Strasbourg, France, September 27, 2021, Proceedings. This item is unavailable.
Lian, Chunfeng (EDT); Cao, Xiaohuan (EDT); Rekik, Islem (EDT); Xu, Xuanang (EDT); Yan, Pingkun (EDT)
Language: English
Published by Springer, 2021
- Softcover
- New
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- Title
- Machine Learning in Medical Imaging : 12th International Workshop, Mlmi 2021, Held in Conjunction With Miccai 2021, Strasbourg, France, September 27, 2021, Proceedings
- Author
- Lian, Chunfeng (EDT); Cao, Xiaohuan (EDT); Rekik, Islem (EDT); Xu, Xuanang (EDT); Yan, Pingkun (EDT)
- Publisher
- Springer
- Publication year
- 2021
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 3030875881
- ISBN 13
- 9783030875886
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."Synopsis" may belong to another edition of this title.