Machine learning classification on texture analyzed T2 maps of osteoarthritic cartilage: oulu knee osteoarthritis study.

Objective: To introduce local binary pattern (LBP) texture analysis to cartilage osteoarthritis (OA) research and compare the performance of different classification systems in discrimination of OA subjects from healthy controls using gray-level co-occurrence matrix (GLCM) and LBP texture data. Clas...

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Bibliographic Details

Published in:	Osteoarthritis & Cartilage Vol. 29; no. 6; pp. 859 - 870
Main Authors:	Peuna, A., Thevenot, J., Saarakkala, S., Nieminen, M.T., Lammentausta, E., Peuna, Arttu, Thevenot, Jérome, Saarakkala, Simo, Nieminen, Miika T, Lammentausta, Eveliina
Format:	research Journal Article
Published:	Elsevier B.V. Jun2021
Online Access:	View this record in EBSCOhost