Deformable Meshes for Medical Image Segmentation: Accurate Automatic Segmentation of Anatomical Structures - Couverture souple

Kainmueller, Dagmar

Couverture souple

ISBN 10 : 3658070145 ISBN 13 : 9783658070144

Editeur : Springer Vieweg, 2014

Synopsis

​ 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.​

A propos du livre

À propos de l?auteur

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.

Détails de l'édition

• Éditeur: Springer Vieweg
• Date d'édition: 2014
• Langue: anglais
• ISBN 10: 3658070145
• ISBN 13: 9783658070144
• Reliure: Broché
• Nombre de pages: 200
• Coordonnées du fabricant: ProductSafety@springernature.com; ProductSafety@springernature.com; ; Poststr. 9; Darmstadt; 64293; Allemagne