Statistical classification based on SVM for Raman spectra discrimination of nasopharyngeal carcinoma cell

• Published in: 2012 5th International Conference on Biomedical Engineering and Informatics pp. 1000 - 1003
• Main Authors: Guannan Chen, Hengyang Hu, Rong Chen, Xu, Daner
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2012
• Subjects: Linear discriminant analysis; nasopharyngeal carcinoma; Raman spectroscopy; Support Vector Machine

Raman spectroscopy(RS) has shown its advantages in detecting molecular changes associated with tissue pathology, which makes it possible to diagnose with optical methods non-invasively and real-time. It is very important to validate an existing classification model using different algorithms used in...