Machine Learning Prediction of Collagen Fiber Orientation and Proteoglycan Content From Multiparametric Quantitative MRI in Articular Cartilage
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Magnetic Resonance Imaging"
DOI: 10.1002/jmri.28353
Abstract: Machine learning models trained with multiparametric quantitative MRIs (qMRIs) have the potential to provide valuable information about the structural composition of articular cartilage. read more here.
Keywords: learning prediction; machine learning; articular cartilage; multiparametric quantitative ... See more keywords
Multiparametric Quantitative Ultrasound Imaging in Assessment of Chronic Kidney Disease
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Ultrasound in Medicine"
DOI: 10.1002/jum.14209
Abstract: To evaluate the value of multiparametric quantitative ultrasound imaging in assessing chronic kidney disease (CKD) using kidney biopsy pathologic findings as reference standards. read more here.
Keywords: ultrasound imaging; chronic kidney; kidney disease; multiparametric quantitative ... See more keywords
Quantification of myelin in children using multiparametric quantitative MRI: a pilot study
Sign Up to like & getrecommendations! Published in 2017 at "Neuroradiology"
DOI: 10.1007/s00234-017-1889-9
Abstract: PurposeThe purpose of this study was to evaluate the usefulness of multiparametric quantitative MRI for myelination quantification in children.MethodsWe examined 22 children (age 0–14 years) with multiparametric quantitative MRI. The total volume of myelin partial volume… read more here.
Keywords: volume; study; model; multiparametric quantitative ... See more keywords
Primary Multiparametric Quantitative Brain MRI: State-of-the-Art Relaxometric and Proton Density Mapping Techniques.
Sign Up to like & getrecommendations! Published in 2022 at "Radiology"
DOI: 10.1148/radiol.211519
Abstract: This review on brain multiparametric quantitative MRI (MP-qMRI) focuses on the primary subset of quantitative MRI (qMRI) parameters that represent the mobile ("free") and bound ("motion-restricted") proton pools. Such primary parameters are the proton densities,… read more here.
Keywords: multiparametric quantitative; qmri; brain; primary multiparametric ... See more keywords