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Deformable Meshes for Medical Image Segmentation

Name: Deformable Meshes for Medical Image Segmentation
Brand: Springer Fachmedien Wiesbaden
SKU: 05166479
Price: 51.09 EUR
Availability: InStock
Author: Dagmar Kainmueller
ISBN: 9783658070144

Accurate Automatic Segmentation of Anatomical Structures

Dagmar Kainmueller

Language

English

Book Paperback

Libristo code: 05166479

Publishers Springer Fachmedien Wiesbaden, August 2014

Segmentation of anatomical structures in medical image data is an essential task in clinical practic... Full description

Libristo code: 05166479

125 b

51.09 € VAT included

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Segmentation of anatomical structures in medical image data is an essential task in clinical practice. Dagmar Kainmueller introduces methods for accurate fully automatic segmentation of anatomical structures in 3D medical image data. The author s core methodological contribution is a novel deformation model that overcomes limitations of state-of-the-art Deformable Surface approaches, hence allowing for accurate segmentation of tip- and ridge-shaped features of anatomical structures. As for practical contributions, she proposes application-specific segmentation pipelines for a range of anatomical structures, together with thorough evaluations of segmentation accuracy on clinical image data. As compared to related work, these fully automatic pipelines allow for highly accurate segmentation of benchmark image data.