Diagnosis of nasopharyngeal carcinoma from serum samples using hyperspectral imaging combined with a chemometric method

Diagnosing nasopharyngeal carcinoma (NPC) is a significant challenge because of the highly complex process. We proposed an approach to diagnose NPC serum using a combination of hyperspectral imaging and weight-based principal component analysis. Samples were prepared by pressing boric acid into pell...

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Veröffentlicht in:	Optics express 2018-10, Vol.26 (22), p.28661-28671
Hauptverfasser:	Chu, Yan Wu, Chen, Feng, Tang, Yun, Chen, Tong, Yu, Yun Xin, Jin, Hong Lin, Guo, Lian Bo, Lu, Yong Feng, Zeng, Xiao Yan
Format:	Artikel
Sprache:	eng
Schlagworte:	Biomarkers, Tumor - blood Humans Nasopharyngeal Carcinoma - blood Nasopharyngeal Carcinoma - diagnosis Principal Component Analysis ROC Curve Sensitivity and Specificity Spectrophotometry, Infrared - methods Support Vector Machine
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