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portada Guide to Medical Image Analysis: Methods and Algorithms
Type
Physical Book
Author
Publisher
Language
English
Pages
589
Format
Hardcover
Dimensions
22.4 x 17.8 x 3.8 cm
Weight
1.13 kg.
ISBN13
9781447173182
Edition No.
0002
Categories

Guide to Medical Image Analysis: Methods and Algorithms

Klaus D. Toennies (Author) · Springer · Hardcover

Guide to Medical Image Analysis: Methods and Algorithms - Toennies, Klaus D.

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Synopsis "Guide to Medical Image Analysis: Methods and Algorithms"

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.

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