Deformable Meshes for Medical Image Segmentation
Accurate Automatic Segmentation of Anatomical Structures
(Sprache: Englisch)
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...
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Klappentext zu „Deformable Meshes for Medical Image Segmentation “
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.
Inhaltsverzeichnis zu „Deformable Meshes for Medical Image Segmentation “
Deformable Meshes for Accurate Automatic Segmentation.- Omnidirectional Displacements for Deformable Surfaces (ODDS).- Coupled Deformable Surfaces for Multi-object Segmentation.
Autoren-Porträt von Dagmar Kainmueller
Dagmar Kainmueller works as a research scientist at the Max Planck Institute of Molecular Cell Biology and Genetics in Dresden, Germany, with a focus on bio image analysis.
Bibliographische Angaben
- Autor: Dagmar Kainmueller
- 2014, 2015, XVIII, 180 Seiten, 30 farbige Abbildungen, Maße: 14,8 x 21 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 3658070145
- ISBN-13: 9783658070144
- Erscheinungsdatum: 29.08.2014
Sprache:
Englisch
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