Raman spectroscopy to screen diabetes mellitus

版本 1.0.1 (11.8 KB) 作者: Edgar Guevara
Raman spectroscopy is used non-invasively to screen diabetic patients, using ANN, PCA & SVM
5.0
(1)
209.0 次下载
更新时间 2018/12/3
在 GitHub 上查看许可证

This script pre-processes the spectra to reproduce Fig. 1 of our paper:
Guevara, E., Torres-Galván, J. C., Ramírez-Elías, M. G., Luevano-Contreras, C., & González, F. J. (2018). Use of Raman spectroscopy to screen diabetes mellitus with machine learning tools. Biomedical Optics Express, 9(10), 4998–5010. https://doi.org/10.1364/BOE.9.004998

The dataset of our work where the application of portable Raman spectroscopy coupled with several supervised machine-learning techniques, is used to discern between diabetic patients (DM2) and healthy controls (Ctrl), with a high degree of accuracy. Download dataset from: https://www.kaggle.com/codina/raman-spectroscopy-of-diabetes

引用格式

Edgar Guevara (2024). Raman spectroscopy to screen diabetes mellitus (https://github.com/guevaracodina/raman-diabetes), GitHub. 检索来源 .

MATLAB 版本兼容性
创建方式 R2017b
兼容任何版本
平台兼容性
Windows macOS Linux
类别
在 Help Center 和 MATLAB Answers 中查找有关 Chemical Spectroscopy 的更多信息

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

无法下载基于 GitHub 默认分支的版本

版本 已发布 发行说明
1.0.1

Updated dependency from https://la.mathworks.com/matlabcentral/fileexchange/60383-implementation-of-the-vancouver-raman-algorithm
1.0.0

要查看或报告此来自 GitHub 的附加功能中的问题，请访问其 GitHub 仓库。
要查看或报告此来自 GitHub 的附加功能中的问题，请访问其 GitHub 仓库。