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Deformable Meshes for Medical Image Segmentation Accurate Automatic Segmentation of Anatomical Structures /
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 defo...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Wiesbaden :
Springer Fachmedien Wiesbaden : Imprint: Springer Vieweg,
2015.
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| Edición: | 1st ed. 2015. |
| Colección: | Aktuelle Forschung Medizintechnik - Latest Research in Medical Engineering,
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| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 001 | 978-3-658-07015-1 | ||
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| 008 | 140818s2015 gw | s |||| 0|eng d | ||
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| 024 | 7 | |a 10.1007/978-3-658-07015-1 |2 doi | |
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| 100 | 1 | |a Kainmueller, Dagmar. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Deformable Meshes for Medical Image Segmentation |h [electronic resource] : |b Accurate Automatic Segmentation of Anatomical Structures / |c by Dagmar Kainmueller. |
| 250 | |a 1st ed. 2015. | ||
| 264 | 1 | |a Wiesbaden : |b Springer Fachmedien Wiesbaden : |b Imprint: Springer Vieweg, |c 2015. | |
| 300 | |a XVIII, 180 p. 52 illus., 30 illus. in color. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
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| 490 | 1 | |a Aktuelle Forschung Medizintechnik - Latest Research in Medical Engineering, |x 2625-9362 | |
| 505 | 0 | |a Deformable Meshes for Accurate Automatic Segmentation -- Omnidirectional Displacements for Deformable Surfaces (ODDS) -- Coupled Deformable Surfaces for Multi-object Segmentation. | |
| 520 | |a 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. Contents Deformable Meshes for Accurate Automatic Segmentation Omnidirectional Displacements for Deformable Surfaces (ODDS) Coupled Deformable Surfaces for Multi-object Segmentation From Surface Mesh Deformations to Volume Deformations Segmentation of Anatomical Structures in Medical Image Data Target Groups Academics and practitioners in the fields of computer science, medical imaging, and automatic segmentation. The Author 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. The Editor The series Aktuelle Forschung Medizintechnik - Latest Research in Medical Engineering is edited by Thorsten M. Buzug. . | ||
| 650 | 0 | |a Image processing-Digital techniques. | |
| 650 | 0 | |a Computer vision. | |
| 650 | 0 | |a Biomedical engineering. | |
| 650 | 1 | 4 | |a Computer Imaging, Vision, Pattern Recognition and Graphics. |
| 650 | 2 | 4 | |a Biomedical Engineering and Bioengineering. |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783658070168 |
| 776 | 0 | 8 | |i Printed edition: |z 9783658070144 |
| 830 | 0 | |a Aktuelle Forschung Medizintechnik - Latest Research in Medical Engineering, |x 2625-9362 | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-658-07015-1 |z Texto Completo |
| 912 | |a ZDB-2-SME | ||
| 912 | |a ZDB-2-SXM | ||
| 950 | |a Medicine (SpringerNature-11650) | ||
| 950 | |a Medicine (R0) (SpringerNature-43714) | ||