Breast Cancer Diagnosis Using Extended-Wavelength–Diffuse Reflectance Spectroscopy (EW-DRS)—Proof of Concept in Ex Vivo Breast Specimens Using Machine Learning

Breast Cancer Diagnosis Using Extended-Wavelength–Diffuse Reflectance Spectroscopy (EW-DRS)—Proof of Concept in Ex Vivo Breast Specimens Using Machine Learning

This study aims to investigate the feasibility of using diffuse reflectance spectroscopy (DRS) to distinguish malignant breast tissue from adjacent healthy tissue, and to evaluate if an extended-wavelength range (450–1550 nm) has an advantage over the standard wavelength range (450–900 nm). Multivar...

Full description

Bibliographic Details
Main Authors: Nadia Chaudhry, John Albinsson, Magnus Cinthio, Stefan Kröll, Malin Malmsjö, Lisa Rydén, Rafi Sheikh, Nina Reistad, Sophia Zackrisson
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Diagnostics
Subjects:
breast cancer
diffuse reflectance spectroscopy
extended-wavelength–diffuse reflectance spectroscopy
linear discriminant analysis
machine learning
support vector machine
Online Access:https://www.mdpi.com/2075-4418/13/19/3076

Internet

https://www.mdpi.com/2075-4418/13/19/3076

Similar Items