Development and validation of a biomarker-based prediction model for metastasis in patients with colorectal cancer: Application of machine learning algorithms

Development and validation of a biomarker-based prediction model for metastasis in patients with colorectal cancer: Application of machine learning algorithms

Objective: The purpose of the current study was to develop and validate a biomarker-based prediction model for metastasis in patients with colorectal cancer (CRC). Methods: Two datasets, GSE68468 and GSE41568, were retrieved from the Gene Expression Omnibus (GEO) database. In the GSE68468 dataset, k...

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Bibliographic Details
Main Authors: Erfan Ayubi, Sajjad Farashi, Leili Tapak, Saeid Afshar
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Heliyon
Subjects:
Colorectal cancer
Metastasis
Machine learning
Biomarker
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024174749
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