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Band 12966

Machine Learning in Medical Imaging 12th International Workshop, MLMI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings

Aus der Reihe Image Processing, Computer Vision, Pattern Recognition, and Graphics

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Beschreibung

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....

Beschreibung

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.

Produktdetails

Einband

Taschenbuch
Erscheinungsdatum

27.09.2021
Abbildungen

XVIII, 704 p. 248 illus., 232 illus. in color.
Herausgeber Chunfeng Lian + weitere

Produktdetails

Einband

Taschenbuch
Erscheinungsdatum

27.09.2021
Abbildungen

XVIII, 704 p. 248 illus., 232 illus. in color.
Herausgeber
Verlag Springer
Seitenzahl

704
Maße (L/B/H)

23,5/15,5/3,9 cm
Gewicht

1077 g
Auflage

1st ed. 2021
Sprache

Englisch
ISBN

978-3-030-87588-6
Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: ProductSafety@springernature.com

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