Machine Learning in Radiation Oncology

Language: English

Published by Springer, Berlin, Springer International Publishing, Springer, 2015

3319183044 / 9783319183046

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book provides a complete overview of the role of machine learning in radiation oncology and medical physics, covering basic theory, methods, and a variety of applications in medical physics and radiotherapy. An introductory section explains machine learning, reviews supervised and unsupervised learning methods, discusses performance evaluation, and summarizes potential applications in radiation oncology. Detailed individual sections are then devoted to the use of machine learning in quality assurance; computer-aided detection, including treatment planning and contouring; image-guided radiotherapy; respiratory motion management; and treatment response modeling and outcome prediction. The book will be invaluable for students and residents in medical physics and radiation oncology and will also appeal to more experienced practitioners and researchers and members of applied machine learning communities. 336 pp. Englisch. …

Seller Inventory # 9783319183046

Title
Machine Learning in Radiation Oncology
Author
Issam El Naqa
Publisher
Springer, Berlin, Springer International Publishing, Springer
Publication year
2015
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319183044
ISBN 13
9783319183046
Item weight
728 grams
Dimensions
242x156x25 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First itemUS$ 25.88US$ 25.88
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BuchWeltWeit Ludwig Meier e.K.

Germany