Using machine learning approach for screening metastatic biomarkers in colorectal cancer and predictive modeling with experimental validation

Abstract Colorectal cancer (CRC) liver metastasis accounts for the majority of fatalities associated with CRC. Early detection of metastasis is crucial for improving patient outcomes but can be delayed due to a lack of symptoms. In this research, we aimed to investigate CRC metastasis-related biomar...

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Bibliographic Details
Main Authors: Amirhossein Ahmadieh-Yazdi, Ali Mahdavinezhad, Leili Tapak, Fatemeh Nouri, Amir Taherkhani, Saeid Afshar
Format: Article
Language:English
Published: Nature Portfolio 2023-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-46633-8