Machine Learning in Medical Imaging
Machine Learning in Medical Imaging
Buch
- 12th International Workshop, MLMI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings
- Herausgeber: Chunfeng Lian, Xiaohuan Cao, Pingkun Yan, Xuanang Xu, Islem Rekik
- Springer International Publishing AG, 09/2021
- Einband: Kartoniert / Broschiert, Paperback
- Sprache: Englisch
- ISBN-13: 9783030875886
- Bestellnummer: 10734011
- Umfang: 724 Seiten
- Nummer der Auflage: 21001
- Auflage: 1st ed. 2021
- Gewicht: 1077 g
- Maße: 235 x 155 mm
- Stärke: 38 mm
- Erscheinungstermin: 27.9.2021
- Serie: Image Processing, Computer Vision, Pattern Recognition, and Graphics - Band 12966
Achtung: Artikel ist nicht in deutscher Sprache!
Weitere Ausgaben von Machine Learning in Medical Imaging
Klappentext
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.