MRI and biomechanics multidimensional data analysis reveals R2‐R1ρ as an early predictor of cartilage lesion progression in knee osteoarthritis

Purpose To couple quantitative compositional MRI, gait analysis, and machine learning multidimensional data analysis to study osteoarthritis (OA). OA is a multifactorial disorder accompanied by biochemical and morphological changes in the articular cartilage, modulated by skeletal biomechanics and g...

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Bibliographic Details

Published in:	Journal of magnetic resonance imaging Vol. 47; no. 1; pp. 78 - 90
Main Authors:	Pedoia, Valentina, Haefeli, Jenny, Morioka, Kazuhito, Teng, Hsiang‐Ling, Nardo, Lorenzo, Souza, Richard B., Ferguson, Adam R., Majumdar, Sharmila
Format:	Journal Article
Language:	English
Published:	01.01.2018
Subjects:	machine learning MRI osteoarthritis precision medicine R2‐R1ρ T1ρ/T2 topological data analysis
ISSN:	1053-1807, 1522-2586, 1522-2586
Online Access:	Get full text
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