Discriminative analysis of resting-state brain functional connectivity patterns of Attention-Deficit Hyperactivity Disorder using Kernel Principal Component Analysis

Proceedings - 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011

Volumn 3, Issue , 2011, Pages 1938-1941

  Wang, Xunheng ^a   Jiao, Yun ^a   Lu, Zuhong ^a  

^a Southeast University   (China)

Author keywords

ADHD; discriminative analysis; KPCA; resting state fMRI

Indexed keywords

ABNORMAL PATTERNS; ADHD; BRAIN REGIONS; CINGULATE CORTEX; CLASSIFICATION PERFORMANCE; CLASSIFICATION RATES; CONNECTIVITY MATRIX; DISCRIMINATIVE ANALYSIS; FRONTAL CORTEX; FUNCTIONAL CONNECTIVITY; HUMAN BRAIN; HYPERACTIVITY DISORDER; KENDALL TAUS; KERNEL PRINCIPAL COMPONENT ANALYSIS; KPCA; LEAVE-ONE-OUT CROSS VALIDATIONS; NORMAL CONTROLS; RANK CORRELATION COEFFICIENT; RESEARCH AREAS; RESTING STATE; RESTING STATE FUNCTIONAL CONNECTIVITIES; STATISTICALLY SIGNIFICANT DIFFERENCE;

BRAIN; DIAGNOSIS; FEATURE EXTRACTION; FUZZY SYSTEMS; SUPPORT VECTOR MACHINES;

PRINCIPAL COMPONENT ANALYSIS;

EID: 80053424864     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FSKD.2011.6019911     Document Type: Conference Paper

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