Pattern recognition approaches for identifying subcortical targets during deep brain stimulation surgery

Wanpracha Chaovalitwongse; Youngseon Jeong; Myong K. Jeong; Shabbar Danish; Stephen Wong

doi:10.1109/MIS.2011.56

Pattern recognition approaches for identifying subcortical targets during deep brain stimulation surgery

Wanpracha Chaovalitwongse, Youngseon Jeong, Myong K. Jeong, Shabbar Danish, Stephen Wong

Research output: Contribution to journal › Article › peer-review

26 Scopus citations

Abstract

Pattern recognition approaches can help localize neural targets for therapeutic neurostimulation, such as deep brain stimulation of the subthalamic nucleus in Parkinson's disease.

Original language	English (US)
Article number	5936053
Pages (from-to)	54-63
Number of pages	10
Journal	IEEE Intelligent Systems
Volume	26
Issue number	5
DOIs	https://doi.org/10.1109/MIS.2011.56
State	Published - Sep 2011

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Artificial Intelligence

Keywords

Intelligent systems
Parkinson's disease
classification
deep brain surgery
pattern recognition
supervised learning

Access to Document

10.1109/MIS.2011.56

Cite this

@article{22dc80f1cb6d46e8936cccb482124829,

title = "Pattern recognition approaches for identifying subcortical targets during deep brain stimulation surgery",

abstract = "Pattern recognition approaches can help localize neural targets for therapeutic neurostimulation, such as deep brain stimulation of the subthalamic nucleus in Parkinson's disease.",

keywords = "Intelligent systems, Parkinson's disease, classification, deep brain surgery, pattern recognition, supervised learning",

author = "Wanpracha Chaovalitwongse and Youngseon Jeong and Jeong, {Myong K.} and Shabbar Danish and Stephen Wong",

note = "Funding Information: This work was supported in part by US National Science Foundation grants 0546574 and 0916580.",

year = "2011",

month = sep,

doi = "10.1109/MIS.2011.56",

language = "English (US)",

volume = "26",

pages = "54--63",

journal = "IEEE Intelligent Systems",

issn = "1541-1672",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

number = "5",

}

TY - JOUR

T1 - Pattern recognition approaches for identifying subcortical targets during deep brain stimulation surgery

AU - Chaovalitwongse, Wanpracha

AU - Jeong, Youngseon

AU - Jeong, Myong K.

AU - Danish, Shabbar

AU - Wong, Stephen

N1 - Funding Information: This work was supported in part by US National Science Foundation grants 0546574 and 0916580.

PY - 2011/9

Y1 - 2011/9

N2 - Pattern recognition approaches can help localize neural targets for therapeutic neurostimulation, such as deep brain stimulation of the subthalamic nucleus in Parkinson's disease.

AB - Pattern recognition approaches can help localize neural targets for therapeutic neurostimulation, such as deep brain stimulation of the subthalamic nucleus in Parkinson's disease.

KW - Intelligent systems

KW - Parkinson's disease

KW - classification

KW - deep brain surgery

KW - pattern recognition

KW - supervised learning

UR - http://www.scopus.com/inward/record.url?scp=80053933940&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=80053933940&partnerID=8YFLogxK

U2 - 10.1109/MIS.2011.56

DO - 10.1109/MIS.2011.56

M3 - Article

AN - SCOPUS:80053933940

SN - 1541-1672

VL - 26

SP - 54

EP - 63

JO - IEEE Intelligent Systems

JF - IEEE Intelligent Systems

IS - 5

M1 - 5936053

ER -

Pattern recognition approaches for identifying subcortical targets during deep brain stimulation surgery

Abstract

All Science Journal Classification (ASJC) codes

Keywords

Access to Document

Other files and links

Fingerprint

Cite this