Voxel classification and graph cuts for automated segmentation of pathological periprosthetic hip anatomy
نویسندگان
چکیده
منابع مشابه
Voxel classification of periprosthetic tissues of the hip
We present an automated algorithm which classifies periprosthetic tissues in CT scans of patients with loosened hip prostheses. To our knowledge this is the first application of CT voxel classification to periprosthetic tissues of the hip. We use several image features including multi-scale image intensity, multi-scale image gradient and distance metrics. Seven classifier types were trained usi...
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ژورنال
عنوان ژورنال: International Journal of Computer Assisted Radiology and Surgery
سال: 2012
ISSN: 1861-6410,1861-6429
DOI: 10.1007/s11548-012-0671-z