Development of Diffuse Reflectance Spectroscopy Detection and Analysis System for Cervical Cancer.
10.3969/j.issn.1671-7104.2019.03.001
- Author:
Yanbai XUE
1
;
Yuemei ZHAO
1
;
Liuye YAO
1
;
Weitao LI
1
;
Zhiyu QIAN
1
Author Information
1. Department of Biomedical Engineering, College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, 211106.
- Publication Type:Journal Article
- Keywords:
cervical cancer;
diffuse reflectance spectroscopy;
neural network;
screening
- MeSH:
Animals;
Female;
Humans;
Mice;
Mice, Nude;
Neural Networks (Computer);
Spectrum Analysis;
Uterine Cervical Neoplasms;
diagnostic imaging
- From:
Chinese Journal of Medical Instrumentation
2019;43(3):157-161
- CountryChina
- Language:Chinese
-
Abstract:
Cervical cancer is a common female malignant tumor. It has been increasing and rejuvenating in recent years. Early screening of cervical cancer is an effective control method to block cancer. In this study, a diffuse reflectance spectrum detection and analysis system based on LabWindows development software and MariaDB database was developed, which can acquire and save the spectral data to the database. The method of a neural network model based on spectral database was built to distinguish the cervical tissue and the normal tissue. The nude mouse tumor model test and human volunteer test were performed respectively, which verified that the system can distinguish between normal tissue and tumor tissue, and can be applied to the screening of cervical precancerous lesions.
