Quantitative parametric MRI of articular cartilage: a review of progress and open challenges

DA Binks, RJ Hodgson, ME Ries… - The British journal of …, 2013 - academic.oup.com
With increasing life expectancies and the desire to maintain active lifestyles well into old
age, the impact of the debilitating disease osteoarthritis (OA) and its burden on healthcare …

Techniques and applications of in vivo diffusion imaging of articular cartilage

JG Raya - Journal of magnetic resonance imaging, 2015 - Wiley Online Library
Early in the process of osteoarthritis (OA) the composition (water, proteoglycan [PG], and
collagen) and structure of articular cartilage is altered leading to changes in its mechanical …

[HTML][HTML] Assessment of hyaline cartilage matrix composition using near infrared spectroscopy

UP Palukuru, CM McGoverin, N Pleshko - Matrix Biology, 2014 - Elsevier
Abstract Changes in the composition of the extracellular matrix (ECM) are characteristic of
injury or disease in cartilage tissue. Various imaging modalities and biochemical techniques …

Nondestructive assessment of engineered cartilage constructs using near-infrared spectroscopy

D Baykal, O Irrechukwu, PC Lin, K Fritton… - Applied …, 2010 - journals.sagepub.com
Noninvasive assessment of engineered cartilage properties would enable better control of
the develo** tissue towards the desired structural and compositional endpoints through …

Detection of osteoarthritis in knee and hip joints by fast field‐cycling NMR

LM Broche, GP Ashcroft, DJ Lurie - Magnetic Resonance in …, 2012 - Wiley Online Library
It is known that in the early stages of osteoarthritis, the concentration of glycan proteins
decreases in articular cartilage. This phenomenon is under active research to develop a …

Multi‐parametric MRI characterization of enzymatically degraded articular cartilage

MJ Nissi, EN Salo, V Tiitu, T Liimatainen… - Journal of …, 2016 - Wiley Online Library
Several laboratory and rotating frame quantitative MRI parameters were evaluated and
compared for detection of changes in articular cartilage following selective enzymatic …

[HTML][HTML] Machine learning classification of OARSI-scored human articular cartilage using magnetic resonance imaging

BG Ashinsky, CE Coletta, M Bouhrara, VA Lukas… - Osteoarthritis and …, 2015 - Elsevier
Objective The purpose of this study is to evaluate the ability of machine learning to
discriminate between magnetic resonance images (MRI) of normal and pathological human …

Machine learning prediction of collagen fiber orientation and proteoglycan content from multiparametric quantitative MRI in articular cartilage

SA Mirmojarabian, AW Kajabi… - Journal of Magnetic …, 2023 - Wiley Online Library
Background Machine learning models trained with multiparametric quantitative MRIs
(qMRIs) have the potential to provide valuable information about the structural composition …

Quantitative OCT and MRI biomarkers for the differentiation of cartilage degeneration

S Nebelung, N Brill, M Tingart, T Pufe, C Kuhl, H Jahr… - Skeletal radiology, 2016 - Springer
Objective To evaluate the usefulness of quantitative parameters obtained by optical
coherence tomography (OCT) and magnetic resonance imaging (MRI) in the comprehensive …

Map** proteoglycan‐bound water in cartilage: improved specificity of matrix assessment using multiexponential transverse relaxation analysis

DA Reiter, RA Roque, PC Lin… - Magnetic …, 2011 - Wiley Online Library
Association of MR parameters with cartilage matrix components remains an area of ongoing
investigation. Multiexponential analysis of nonlocalized transverse relaxation data has …