A dissimilarity-based multiple classifier system for trabecular bone texture in detection and prediction of progression of knee osteoarthritis

A dissimilarity-based multiple classifier system for trabecular bone texture in detection and prediction of progression of knee osteoarthritis

There is a growing need for classification systems that can accurately detect and predict knee osteoarthritis (OA) from plain radiographs. For this purpose, a system based on a support vector machine (SVM) classifier and distances measured between trabecular bone (TB) texture images was developed an...

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Bibliographic Details
Main Authors: Woloszynski, Tomasz, Podsiadlo, Pawel, Stachowiak, Gwidon, Kurzynski, M.
Format: Journal Article
Published: Sage Publications Ltd 2012
Subjects:
radiography
Texture classification
multiple classifier system
knee osteoarthritis
Online Access:http://hdl.handle.net/20.500.11937/39653

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