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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Vydané v:	Journal of magnetic resonance imaging Ročník 47; číslo 1; s. 78 - 90
Hlavní autori:	Pedoia, Valentina, Haefeli, Jenny, Morioka, Kazuhito, Teng, Hsiang‐Ling, Nardo, Lorenzo, Souza, Richard B., Ferguson, Adam R., Majumdar, Sharmila
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	01.01.2018
Predmet:	machine learning MRI osteoarthritis precision medicine R2‐R1ρ T1ρ/T2 topological data analysis
ISSN:	1053-1807, 1522-2586, 1522-2586
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