Wavelet scattering networks in deep learning for discovering protein markers in a cohort of Swedish rectal cancer patients.
Journal:
Cancer medicine
Published Date:
Nov 28, 2023
Abstract
BACKGROUND: Cancer biomarkers play a pivotal role in the diagnosis, prognosis, and treatment response prediction of the disease. In this study, we analyzed the expression levels of RhoB and DNp73 proteins in rectal cancer, as captured in immunohistochemical images, to predict the 5-year survival time of two patient groups: one with preoperative radiotherapy and one without.