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- W2006104019 abstract "This paper presents a novel method for the automated diagnosis of the degenerative intervertebral disc disease in midsagittal MR images. The approach is based on combining distinct disc features under a machine learning framework. The discs in the lumbar MR images are first localized and segmented. Then, intensity, shape, context, and texture features of the discs are extracted with various techniques. A Support Vector Machine classifier is applied to classify the discs as normal or degenerated. The method is tested and validated on a clinical lumbar spine dataset containing 102 subjects and the results are comparable to the state of the art." @default.
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- W2006104019 date "2014-10-01" @default.
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- W2006104019 title "Computer aided diagnosis of degenerative intervertebral disc diseases from lumbar MR images" @default.
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- W2006104019 doi "https://doi.org/10.1016/j.compmedimag.2014.04.006" @default.
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