Towards closed-loop deep brain stimulation: Decision tree-based Essential Tremor patient's state classifier and tremor reappearance predictor

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014

Volumn , Issue , 2014, Pages 2605-2608

  Shukla, Pitamber ^a   Basu, Ishita ^b   Tuninetti, Daniela ^a  

^a UNIVERSITY OF ILLINOIS AT CHICAGO   (United States)

^b Departments of Neurology   (United States)

Author keywords

Accelerometer; Closed loop Deep Brain Stimulation; Decision Tree; Essential Tremor; Gini index impurity function; Surface EMG; Tremor Prediction

Indexed keywords

ACCELEROMETERS; DATA MINING; DECISION TREES; TREES (MATHEMATICS);

ACCELEROMETER SIGNALS; DEEP BRAIN STIMULATION; ESSENTIAL TREMOR; GINI INDEX; MOVEMENT DISORDERS; OVERALL ACCURACIES; SURFACE EMG; SURGICAL PROCEDURES;

NEUROSURGERY;

ALGORITHM; BIOLOGICAL MODEL; BRAIN DEPTH STIMULATION; DECISION TREE; ELECTROMYOGRAPHY; ESSENTIAL TREMOR; HUMAN; MOVEMENT (PHYSIOLOGY); PROCEDURES;

ALGORITHMS; DECISION TREES; DEEP BRAIN STIMULATION; ELECTROMYOGRAPHY; ESSENTIAL TREMOR; HUMANS; MODELS, NEUROLOGICAL; MOVEMENT;

EID: 84929484105     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2014.6944156     Document Type: Conference Paper

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