A novel DPSO-SVM system for variable interval selection of endometrial tissue sections by near infrared spectroscopy

Talanta

Volumn 112, Issue , 2013, Pages 136-142

  Wang, Guiyun ^a   Ma, Mingyu ^a   Zhang, Zhuoyong ^a   Xiang, Yuhong ^a   Harrington, Peter de B ^b  

^a CAPITAL NORMAL UNIVERSITY   (China)

^b OHIO UNIVERSITY   (United States)

Author keywords

Cancer diagnosis; Discrete particle swarm optimization (DPSO); Endometrial tissue; Near infrared spectroscopy (NIR); Support vector machine (SVM); Variable interval selection

Indexed keywords

NEAR INFRARED SPECTROSCOPY; PARTICLE SWARM OPTIMIZATION (PSO); SUPPORT VECTOR MACHINES; TISSUE;

CANCER DIAGNOSIS; CLASSIFICATION ACCURACY; CLASSIFICATION RATES; DISCRETE PARTICLE SWARM OPTIMIZATION; ENDOMETRIAL CARCINOMAS; NEAR INFRARED SPECTRA; SYNTHETIC DATASETS; VARIABLE INTERVALS;

INFRARED DEVICES;

ADULT; AGED; ANATOMY AND HISTOLOGY; CLASSIFICATION; ENDOMETRIAL NEOPLASMS; ENDOMETRIUM; FEMALE; HUMAN; MIDDLE AGED; NEAR INFRARED SPECTROSCOPY; SUPPORT VECTOR MACHINE; YOUNG ADULT;

ADULT; AGED; ENDOMETRIAL NEOPLASMS; ENDOMETRIUM; FEMALE; HUMANS; MIDDLE AGED; SPECTROSCOPY, NEAR-INFRARED; SUPPORT VECTOR MACHINES; YOUNG ADULT;

EID: 84891641063     PISSN: 00399140     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.talanta.2013.03.016     Document Type: Article

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