IEEE - Institute of Electrical and Electronics Engineers, Inc. - Classification and Prediction of Clinical Improvement in Deep Brain Stimulation From Intraoperative Microelectrode Recordings

Author(s): Kyriaki Kostoglou ; Konstantinos P. Michmizos ; Pantelis Stathis ; Damianos Sakas ; Konstantina S. Nikita ; Georgios D. Mitsis
Sponsor(s): IEEE Engineering In Medicine and Biology Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2017
Volume: 64
Page(s): 1,123 - 1,130
ISSN (Electronic): 1558-2531
ISSN (Paper): 0018-9294
DOI: 10.1109/TBME.2016.2591827
Regular:

We present a random forest (RF) classification and regression technique to predict, intraoperatively, the unified Parkinson's disease rating scale (UPDRS) improvement after deep brain stimulation... View More

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