Area of research
Pharmacology · Radiology, Nuclear Medicine and Imaging
Research interest
Research interests include Medicine, Spinal cord, Physical medicine and rehabilitation, Computer science, Physical therapy, and Convolutional neural network.
Multisite Spinal Cord and Canal Morphometry Reveals Age-Linked and Sex-Linked Structural Vulnerability in Degenerative Cervical Myelopathy Outcomes
Leg Muscle Volume, Intramuscular Fat and Force Generation: Insights From a Computer‐Vision Model and Fat‐Water MRI
The design and rationale of the Biomarkers for Evaluating Spine Treatments trial: a sequential multiple assignment randomized trial
Reliability of SCIseg Automated Measurement of Midsagittal Tissue Bridges in Spinal Cord Injuries Using an External Dataset
Mapping hand function with simultaneous brain–spinal cord functional MRI
Scapular pain in cervical radiculopathy: A scoping review
Intramedullary Lesions and Perilesional Tissue Bridges Predict Motor Recovery in Degenerative Cervical Myelopathy: A Multicenter Study
Differential encoding of noxious heat and self-reported pain along corticospinal networks: a simultaneous spinal cord-brain fMRI study
Investigating the associations between lumbar paraspinal muscle health and age, BMI, sex, physical activity, and back pain using an automated computer-vision model: a UK Biobank study
MuscleMap: An Open-Source, Community-Supported Consortium for Whole-Body Quantitative MRI of Muscle
Sagittal balance parameters measurement on cervical spine MR images based on superpixel segmentation
Response to Letter to the Editor on “A Single Dermatome Clinical Prediction Rule for Independent Walking One Year After Spinal Cord Injury”
Convolutional neural networks for the automatic segmentation of lumbar paraspinal muscles in people with low back pain
Is fatty infiltration in paraspinal muscles reversible with exercise in people with low back pain? A systematic review
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
Confounds in neuroimaging: A clear case of sex as a confound in brain-based prediction
Generic acquisition protocol for quantitative MRI of the spinal cord
Open-access quantitative MRI data of the spinal cord and reproducibility across participants, sites and manufacturers
The global summit on the efficacy and effectiveness of spinal manipulative therapy for the prevention and treatment of non-musculoskeletal disorders: a systematic review of the literature
Multi-muscle deep learning segmentation to automate the quantification of muscle fat infiltration in cervical spine conditions
Axial MRI biomarkers of spinal cord damage to predict future walking and motor function: a retrospective study
Deep Learning Convolutional Neural Networks for the Automatic Quantification of Muscle Fat Infiltration Following Whiplash Injury
Establishing the inter-rater reliability of spinal cord damage manual measurement using magnetic resonance imaging
Thermal stimulation alters human cervical spinal cord functional connectivity compared to rest: a functional magnetic resonance imaging study