EAN: 9783658070144

AKTUELLE FORSCHUNG MEDIZINTECHNIK - LATEST RESE...

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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