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Machine Learning in Radiation Oncology: Theory and Applications
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Machine Learning in Radiation Oncology: Theory and Applications Hardcover - 2015

by Issam El Naqa (Editor); Ruijiang Li (Editor); Martin J. Murphy (Editor)


From the publisher

​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.

Details

  • Title Machine Learning in Radiation Oncology: Theory and Applications
  • Author Issam El Naqa (Editor); Ruijiang Li (Editor); Martin J. Murphy (Editor)
  • Binding Hardcover
  • Pages 336
  • Volumes 1
  • Language ENG
  • Publisher Springer
  • Date 2015
  • ISBN 9783319183046 / 3319183044
  • Weight 1.48 lbs (0.67 kg)
  • Dimensions 9.21 x 6.14 x 0.81 in (23.39 x 15.60 x 2.06 cm)
  • Dewey Decimal Code 610.153
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Machine Learning in Radiation Oncology: Theory and Applications

Machine Learning in Radiation Oncology: Theory and Applications

by Martin J. Murphy

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  • Hardcover
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Hardcover
ISBN 10 / ISBN 13
9783319183046 / 3319183044
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Description:
Hardback. New. 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.
Item Price
£73.28
£9.95 shipping to USA
Machine Learning in Radiation Oncology: Theory and Applications
Stock Photo: Cover May Be Different

Machine Learning in Radiation Oncology: Theory and Applications

by El Naqa, Issam (Edited by)/ Li, Ruijiang (Edited by)/ Murphy, Martin J. (Edited by)

  • New
  • Hardcover
Condition
New
Binding
Hardcover
ISBN 10 / ISBN 13
9783319183046 / 3319183044
Quantity Available
1
Seller
Exeter, Devon, United Kingdom
Seller rating:
This seller has earned a 3 of 5 Stars rating from Biblio customers.
Item Price
£78.15
£10.00 shipping to USA

Show Details

Description:
Springer, 2015. Hardcover. New. 1st edition. 336 pages. 9.50x6.50x1.00 inches.
Item Price
£78.15
£10.00 shipping to USA