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Neck Muscles

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A robotic neck brace to characterize head-neck motion and muscle electromyography in subjects with amyotrophic lateral sclerosis.

Annals of clinical and translational neurology 31392848
OBJECTIVE: This paper presents the first study where a dynamic neck brace was used to characterize the head motion of ALS patients while concurrently recording the surface electromyography (EMG) of the neck muscles.
Adult Aged Amyotrophic Lateral Sclerosis Braces Electromyography Female Head Movements Humans Male Middle Aged Muscle Strength Neck Muscles Range of Motion, Articular Robotics
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Objective Analysis of Neck Muscle Boundaries for Cervical Dystonia Using Ultrasound Imaging and Deep Learning.

IEEE journal of biomedical and health informatics 31940567
OBJECTIVE: To provide objective visualization and pattern analysis of neck muscle boundaries to inform and monitor treatment of cervical dystonia.
Aged Databases, Factual Deep Learning Female Humans Image Interpretation, Computer-Assisted Male Middle Aged Neck Muscles Torticollis Ultrasonography
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Muscle network topology analysis for the classification of chronic neck pain based on EMG biomarkers extracted during walking.

PloS one 34153069
Neuromuscular impairments are frequently observed in patients with chronic neck pain (CNP). This study uniquely investigates whether changes in neck muscle synergies detected during gait are sensitive enough to differentiate between people with and w...
Adult Algorithms Chronic Pain Electromyography Female Gait Humans Male Models, Theoretical Musculoskeletal System Neck Muscles Neck Pain Paraspinal Muscles Superficial Back Muscles Support Vector Machine Walking Young Adult
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Multi-muscle deep learning segmentation to automate the quantification of muscle fat infiltration in cervical spine conditions.

Scientific reports 34400672
Muscle fat infiltration (MFI) has been widely reported across cervical spine disorders. The quantification of MFI requires time-consuming and rater-dependent manual segmentation techniques. A convolutional neural network (CNN) model was trained to se...
Adipose Tissue Adiposity Adult Anthropometry Automation Body Mass Index Cervical Vertebrae Datasets as Topic Deep Learning Female Humans Image Processing, Computer-Assisted Magnetic Resonance Imaging Male Neck Muscles Observer Variation Organ Size Reproducibility of Results Young Adult
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