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Deformable Meshes for Medical Image Segmentation

Accurate Automatic Segmentation of Anatomical Structures

Jezik EngleskiEngleski
Knjiga Meki uvez
Knjiga Deformable Meshes for Medical Image Segmentation Dagmar Kainmueller
Libristo kod: 05166479
Nakladnici Springer Fachmedien Wiesbaden, kolovoz 2014
Segmentation of anatomical structures in medical image data is an essential task in clinical practic... Cijeli opis
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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.

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Informacije o knjizi

Puni naziv Deformable Meshes for Medical Image Segmentation
Autor Dagmar Kainmueller
Jezik Engleski
Uvez Knjiga - Meki uvez
Datum izdanja 2014
Broj stranica 180
EAN 9783658070144
ISBN 3658070145
Libristo kod 05166479
Nakladnici Springer Fachmedien Wiesbaden
Težina 2653
Dimenzije 148 x 210 x 12

Kategorija

Computing & Information Technology > Computer science > Artificial intelligence > Pattern recognition
Computing & Information Technology > Computer science > Artificial intelligence > Computer vision
Medicine & Nursing > Nursing & ancillary services > Biomedical engineering
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