Classification of alzheimer disease based on structural magnetic resonance imaging by kernel support vector machine decision tree

Progress in Electromagnetics Research

Volumn 144, Issue , 2014, Pages 171-184

  Zhang, Yudong ^a   Wang, Shuihua ^a,b   Dong, Zhengchao ^c  

^a NANJING NORMAL UNIVERSITY   (China)

^b NANJING UNIVERSITY   (China)

^c NEW YORK STATE PSYCHIATRIC INSTITUTE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; DECISION TREES; FEATURE EXTRACTION; MICROCOMPUTERS; NEURODEGENERATIVE DISEASES; PARTICLE SWARM OPTIMIZATION (PSO); PRINCIPAL COMPONENT ANALYSIS; QUADRATIC PROGRAMMING; SINGULAR VALUE DECOMPOSITION; SUPPORT VECTOR MACHINES;

ALTERNATING LEAST SQUARES; CLASSIFICATION ACCURACY; CLASSIFICATION SYSTEM; MILD COGNITIVE IMPAIRMENTS (MCI); PRINCIPLE COMPONENT ANALYSIS; QUADRATIC PROGRAMMING METHOD; SINGULAR VALUE DECOMPOSITION ALGORITHMS; THREEDIMENSIONAL (3-D);

MAGNETIC RESONANCE IMAGING;

EID: 84892614873     PISSN: 10704698     EISSN: 15598985     Source Type: Journal    
DOI: 10.2528/PIER13121310     Document Type: Article

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