Multi-Atlas-Based Segmentation With Local Decision Fusion-Application to Cardiac and Aortic Segmentation in CT Scans

A novel atlas-based segmentation approach based on the combination of multiple registrations is presented. Multiple atlases are registered to a target image. To obtain a segmentation of the target, labels of the atlas images are propagated to it. The propagated labels are combined by spatially varyi...

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Veröffentlicht in:	IEEE transactions on medical imaging 2009-07, Vol.28 (7), p.1000-1010
Hauptverfasser:	Isgum, I., Staring, M., Rutten, A., Prokop, M., Viergever, M.A., van Ginneken, B.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Aorta - anatomy & histology Aortic segmentation Aortography atlas-based segmentation Biomedical imaging cardiac segmentation Computed tomography Heart Heart - anatomy & histology Heart - diagnostic imaging Humans Image analysis Image Processing, Computer-Assisted - methods Image segmentation Lung Neoplasms - diagnostic imaging Lung Neoplasms - pathology Pattern recognition Radiography, Thoracic Radiology registration segmentation by registration Testing Thorax Tomography, X-Ray Computed - methods
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