AIMC Topic: Essential Tremor
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Computer vision of smartphone video has potential to detect functional tremor.
Journal of the neurological sciences
Apr 12, 2019
A machine-learning approach to volitional control of a closed-loop deep brain stimulation system.
Journal of neural engineering
Nov 16, 2018
OBJECTIVE: Deep brain stimulation (DBS) is a well-established treatment for essential tremor, but may not be an optimal therapy, as it is always on, regardless of symptoms. A closed-loop (CL) DBS, which uses a biosignal to determine when stimulation ...
Automatic localization of the subthalamic nucleus on patient-specific clinical MRI by incorporating 7 T MRI and machine learning: Application in deep brain stimulation.
Human brain mapping
Oct 31, 2018
Deep brain stimulation (DBS) of the subthalamic nucleus (STN) has shown clinical potential for relieving the motor symptoms of advanced Parkinson's disease. While accurate localization of the STN is critical for consistent across-patients effective D...
Activity-aware essential tremor evaluation using deep learning method based on acceleration data.
Parkinsonism & related disorders
Aug 8, 2018
BACKGROUND: Essential tremor (ET), one of the most common neurological disorders is typically evaluated with validated rating scales which only provide a subjective assessment during a clinical visit, underestimating the fluctuations tremor during di...
Explainable machine learning for movement disorders - Classification of tremor and myoclonus.
Computers in biology and medicine
Jun 1, 2025
BACKGROUND: Treatment for essential tremor (ET) and cortical myoclonus (CM) differs. As their clinical distinction can be difficult, with large inter- and intra-observer variability, there is a need for additional diagnostic tools.
Support vector machine classification of Parkinson's disease and essential tremor subjects based on temporal fluctuation.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Aug 1, 2016
Tremor is a common symptom shared in both Parkinson's disease (PD) and Essential tremor (ET) subjects. The differential diagnosis of PD and ET tremor is important since the realization of treatment depends on specific medication. A novel feature is d...
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