Paraspinal muscle imaging measurements for common spinal disorders: review and consensus-based recommendations from the ISSLS degenerative spinal …

PW Hodges, JF Bailey, M Fortin, MC Battié - European Spine Journal, 2021 - Springer
Purpose Paraspinal muscle imaging is of growing interest related to improved phenotyping,
prognosis, and treatment of common spinal disorders. We reviewed issues related to …

Imaging evaluation of fat infiltration in paraspinal muscles on MRI: a systematic review with a focus on methodology

G Han, Y Jiang, B Zhang, C Gong, W Li - Orthopaedic Surgery, 2021 - Wiley Online Library
Purpose Numerous studies have applied a variety of methods to assess paraspinal muscle
degeneration. However, the methodological differences in imaging evaluation may lead to …

The effect of high-intensity resistance exercise on lumbar musculature in patients with low back pain: a preliminary study

DB Berry, J Padwal, S Johnson, EK Englund… - BMC musculoskeletal …, 2019 - Springer
Background Muscle atrophy and fatty infiltration of the lumbar extensors is associated with
LBP. Exercise-based rehabilitation targets strengthening these muscles, but few studies …

Is fatty infiltration in paraspinal muscles reversible with exercise in people with low back pain? A systematic review

EO Wesselink, JJM Pool, J Mollema, KA Weber… - European Spine …, 2023 - Springer
Purpose Increased fatty infiltration in paraspinal muscles has been recognized as a feature
of muscle quality loss in people with Low Back Pain (LBP) and is highly associated with the …

Age-related degeneration of the lumbar paravertebral muscles: Systematic review and three-level meta-regression

A Dallaway, C Kite, C Griffen, M Duncan, J Tallis… - Experimental …, 2020 - Elsevier
Background Morphological changes of the lumbar spine muscles are not well characterised
with ageing. To further the understanding of age-related degeneration of the lumbar spine …

Convolutional neural networks for the automatic segmentation of lumbar paraspinal muscles in people with low back pain

EO Wesselink, JM Elliott, MW Coppieters… - Scientific Reports, 2022 - nature.com
The size, shape, and composition of paraspinal muscles have been widely reported in
disorders of the cervical and lumbar spine. Measures of size, shape, and composition have …

Lumbar muscle volume in postmenopausal women with osteoporotic compression fractures: quantitative measurement using MRI

CWC Huang, IJ Tseng, SW Yang, YK Lin, WP Chan - European radiology, 2019 - Springer
Objective To investigate the relationship between paraspinal and psoas muscle volumes
and acute osteoporotic or low-bone-mass compression fractures of the lumbar spine in …

A deep-learning–based, fully automated program to segment and quantify major spinal components on axial lumbar spine magnetic resonance images

H Shen, J Huang, Q Zheng, Z Zhu, X Lv, Y Liu… - Physical …, 2021 - academic.oup.com
Objective The paraspinal muscles have been extensively studied on axial lumbar magnetic
resonance imaging (MRI) for better understanding of back pain; however, the acquisition of …

Paraspinal muscle segmentation based on deep neural network

H Li, H Luo, Y Liu - Sensors, 2019 - mdpi.com
The accurate segmentation of the paraspinal muscle in Magnetic Resonance (MR) images
is a critical step in the automated analysis of lumbar diseases such as chronic low back pain …

Longitudinal analysis of paraspinal muscle cross-sectional area during early adulthood–a 10-year follow-up MRI study

T Mäki, P Oura, M Paananen, J Niinimäki… - Scientific reports, 2019 - nature.com
Only a few previous studies have investigated paraspinal musculature (ie, multifidus (MF),
psoas major (PSM), erector spinae (ES)) in longitudinal, population-based settings. This …