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Implications of asymmetric neural activity patterns in the basal ganglia outflow in the integrative neural network model for cervical dystonia.

Progress in brain research 31325985

Cervical dystonia (CD) is characterized by abnormal twisting and turning of the head with associated head oscillations. It is the most common form of dystonia, which is a third most common movement disorder. Despite frequent occurrence there is pauci...

Adult Deep Brain Stimulation Electrophysiological Phenomena Globus Pallidus Humans Machine Learning Models, Neurological Nerve Net Neural Networks, Computer Torticollis

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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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Torticollis

Implications of asymmetric neural activity patterns in the basal ganglia outflow in the integrative neural network model for cervical dystonia.

Objective Analysis of Neck Muscle Boundaries for Cervical Dystonia Using Ultrasound Imaging and Deep Learning.

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