Guide to Medical Image Analysis : Methods and Algorithms Paperback / softback
by Klaus D. Toennies
Part of the Advances in Computer Vision and Pattern Recognition series
Paperback / softback
Description
This comprehensive guide provides a uniquely practical, application-focused introduction to medical image analysis.
This fully updated new edition has been enhanced with material on the latest developments in the field, whilst retaining the original focus on segmentation, classification and registration.
Topics and features: presents learning objectives, exercises and concluding remarks in each chapter; describes a range of common imaging techniques, reconstruction techniques and image artifacts, and discusses the archival and transfer of images; reviews an expanded selection of techniques for image enhancement, feature detection, feature generation, segmentation, registration, and validation; examines analysis methods in view of image-based guidance in the operating room (NEW); discusses the use of deep convolutional networks for segmentation and labeling tasks (NEW); includes appendices on Markov random field optimization, variational calculus and principal component analysis.
Information
-
Item not Available
- Format:Paperback / softback
- Pages:589 pages, 197 Illustrations, color; 187 Illustrations, black and white; XXIV, 589 p. 384 illus., 19
- Publisher:Springer London Ltd
- Publication Date:19/07/2018
- Category:
- ISBN:9781447174035
Other Formats
- PDF from £50.99
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Information
-
Item not Available
- Format:Paperback / softback
- Pages:589 pages, 197 Illustrations, color; 187 Illustrations, black and white; XXIV, 589 p. 384 illus., 19
- Publisher:Springer London Ltd
- Publication Date:19/07/2018
- Category:
- ISBN:9781447174035
