ArticleBMC musculoskeletal disorders2018
Towards defining muscular regions of interest from axial magnetic resonance imaging with anatomical cross-reference: part II - cervical spine musculature.
Article in BMC musculoskeletal disorders, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 1 of them a synthesis that pooled it.
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Who cites it
24 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Sarcopenia as a predictor of poor functional outcome of cervical spine surgery: a systematic review and meta-analysis.Neurosurgical review · 2025Pooled it
- Confirming the geography of fatty infiltration in the deep cervical extensor muscles in whiplash recovery.Scientific reports · 2020Trial
- Level-dependent changes in cervical multifidus composition following anterior cervical discectomy and fusion: bridging quantitative MRI and clinical perspectives.Archives of orthopaedic and trauma surgery · 2026Observational
- Erector Spine and Cervical Extensor Muscles in Dysphagia.Geriatrics & gerontology international · 2026Article
- Lower deep-to-superficial extensor muscle ratio (DSR) as an independent risk factor for early titanium implant subsidence following single-level anterior cervical corpectomy and fusion.Neurosurgical review · 2026Article
- Semi-quantitative assessment of paraspinal muscle fat infiltration in single-level C5-6 cervical spondylosis using gray-level thresholding on conventional MRI: associations with disc degeneration and posture-related segmental angular change.Frontiers in medicine · 2026Article
- MuscleMap: An Open-Source, Community-Supported Consortium for Whole-Body Quantitative MRI of Muscle.Journal of imaging · 2024Review
- Reduced Cervical Muscle Fat Infiltrate Is Associated with Self-Reported Recovery from Chronic Idiopathic Neck Pain Over Six Months: A Magnetic Resonance Imaging Longitudinal Cohort Study.Journal of clinical medicine · 2024Article
- Effects of Cervical Paravertebral Extensors in Patients with Cervical Ossification of the Posterior Longitudinal Ligament Grouped According to mK-Line.Orthopaedic surgery · 2024Article
- Modified Unilateral Approach for Ventrally Located Spinal Tumors.Neurologia medico-chirurgica · 2023Article
- Architecture of head and neck soft tissues and associated entheses: An exploration of sexual dimorphism in, and population differences between, New Zealand and Thai individuals.Journal of anatomy · 2023Article
- Greater muscle volume and muscle fat infiltrate in the deep cervical spine extensor muscles (multifidus with semispinalis cervicis) in individuals with chronic idiopathic neck pain compared to age and sex-matched asymptomatic controls: a cross-sectional study.BMC musculoskeletal disorders · 2022Article
- Towards defining muscular regions of interest from axial magnetic resonance imaging with anatomical cross-reference: a scoping review of lateral hip musculature.BMC musculoskeletal disorders · 2022Article
- Multi-muscle deep learning segmentation to automate the quantification of muscle fat infiltration in cervical spine conditions.Scientific reports · 2021Article
- The Role of Cervical Muscles Morphology in the Surgical Treatment of Degenerative Disc Disease: Clinical Correlations Based on Magnetic Resonance Imaging Studies.Journal of clinical medicine research · 2021Review
- Accuracy of non-guided versus ultrasound-guided injections in cervical muscles: a cadaver study.Journal of neurology · 2021Article
- New insights into intrinsic foot muscle morphology and composition using ultra-high-field (7-Tesla) magnetic resonance imaging.BMC musculoskeletal disorders · 2021Article
- Quantitative identification and segmentation repeatability of thoracic spinal muscle morphology.JOR spine · 2020Article
- Volume of the rectus capitis posterior minor muscle in migraine patients: a cross-sectional structural MRI study.The journal of headache and pain · 2020Article
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5 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundIt has been suggested that the quantification of paravertebral muscle composition and morphology (e.g. size/shape/structure) with magnetic resonance imaging (MRI) has diagnostic, prognostic, and therapeutic potential in contributing to overall musculoskeletal health. If this is to be realised, then consensus towards standardised MRI methods for measuring muscular size/shape/structure are crucial to allow the translation of such measurements towards management of, and hopefully improved health for, those with some musculoskeletal conditions. Following on from an original paper detailing methods for measuring muscles traversing the lumbar spine, we propose new methods based on anatomical cross-reference that strive towards standardising MRI-based quantification of anterior and posterior cervical spine muscle composition.
methodsIn this descriptive technical advance paper we expand our methods from the lumbar spine by providing a detailed examination of regional cervical spine muscle morphology, followed by a comprehensive description of the proposed technique defining muscle ROI from axial MRI. Cross-referencing cervical musculature and vertebral anatomy includes an innovative comparison between axial E12 sheet-plastinates derived from cadaveric material to a series of axial MRIs detailing commonly used sequences. These images are shown at different cervical levels to illustrate differences in regional morphology. The method for defining ROI for both anterior (scalenes group, sternocleidomastoid, longus colli, longus capitis) and posterior (multifidus, semispinalis cervicis, semispinalis capitis, splenius capitis) cervical muscles is then described and discussed in relation to existing literature.
resultsA series of steps towards standardising the quantification of cervical spine muscle quality are described, with concentration on the measurement of muscle volume and fatty infiltration (MFI). We offer recommendations for imaging parameters that should additionally inform a priori decisions when planning investigations of cervical muscle tissues with MRI.
conclusionsThe proposed method provides an option rather than a final position for quantifying cervical spine muscle composition and morphology using MRI. We intend to stimulate discussion towards establishing measurement consensus whereby data-pooling and meaningful comparisons between imaging studies (primarily MRI) investigating cervical muscle quality becomes available and the norm.
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