Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.) Active Application number US14/665,226 Other versions US20160001071A1 Google Patents Device and implantation system for electrical stimulation of biological systemsĭownload PDF Info Publication number US9616225B2 US9616225B2 US14/665,226 US201514665226A US9616225B2 US 9616225 B2 US9616225 B2 US 9616225B2 US 201514665226 A US201514665226 A US 201514665226A US 9616225 B2 US9616225 B2 US 9616225B2 Authority US United States Prior art keywords stimulation patient les electrode time Prior art date Legal status (The legal status is an assumption and is not a legal conclusion. Google Patents US9616225B2 - Device and implantation system for electrical stimulation of biological systems Attribution is essential when quoting or paraphrasing from these works.US9616225B2 - Device and implantation system for electrical stimulation of biological systems Any use that exceeds these limits requires permission from the copyright owner. Readers may only download, print and save electronic copies of whole works for their own personal non-commercial use. The work may not be altered without permission from the copyright owner. Terms and Conditions: Copyright in works deposited in Minerva Access is retained by the copyright owner. In our research, we focus on developing a system for automatic quantification and classification of tremor which can provide accurate severity scores and differentiate the pure tremor from the Parkinsonian tremor using… Various devices integrated with the machine learning tools can prove highly beneficial in building an automatic assessment tool for quantification of tremor severity in agreement to the clinical rating scale. The current trends in technological advances have been assertive in solving critical healthcare problems. Thereby the dosage of drugs can be reduced or increased accordingly, and the caretakers can provide less or more frequent assistance. Continuous quantification of severity of tremor can also help the clinician and caretakers in assessing the improvement in patients concerning the diagnosis being assigned to them. Hence they can provide the necessary quantity of dosage of drugs to the patient. Automatic quantification of severity scores can help the clinician to accurately and quickly recognize the severity of tremor in the patient. Therefore, there is a need to develop a monitoring and assistive tool for the tremor patient that keep on checking their health condition by coordinating them with the clinicians and caretakers for early diagnosis and assistance in performing the daily activity. Neurologists have also affirmed a challenge in differentiating a Parkinsonian tremor with the pure tremor which is essential in providing an accurate diagnosis. In the clinics, the assessment of tremor is done through a manual clinical rating task such as Unified Parkinson’s disease motor rating scale which is time taking and cumbersome. Moreover, the improper coordination of the patient with the doctors could lead to a severer case of tremor and early ambulatory condition. In most of the countries especially which are developing or underdeveloped due to the inadequate facility or lack of rehabilitation centers for neurological disorder patient the monitoring and adequate assistance are not possible. The patients suffering from tremor face enormous trouble in performing the daily activity, and they always need a caretaker for assistance. The clinicians provide the diagnosis which can only limit the severity, but the patients have to visit the doctor frequently. Tremor is an almost incurable disease, and it gets worse with the increase in age and improper diagnosis. The tremor symptoms are commonly visible in Parkinson’s disease patient, and it can also be a pure tremor(essential tremor). Tremor is the most common movement disorder which is prevalent in such patients that infect the upper or lower limbs or both extremities. Most of the neurological disorder patients suffer from some movement disorder affecting the movement of their body parts. One such condition is the neurological disorder which is rampant among the old age population and is increasing at an unstoppable rate. With the changing lifestyle and environment around us, the prevalence of the critical and incurable disease has proliferated. Automatic assessment system for quantification and classification of pure tremor and Parkinsonian tremor
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