Development and validation of survival prediction tools in early and late onset colorectal cancer patients

Development and validation of survival prediction tools in early and late onset colorectal cancer patients

Abstract This study aims to develop online calculators using machine learning models to predict survival probabilities for early- and late-onset colorectal cancer (EOCRC and LOCRC) over a 1- to 8-year period. We extracted data on 117,965 CRC patients from the published database spanning 2010 to 2021...

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Bibliographic Details
Main Authors: Wanling Li, Jinshan Liu, Yuntong Lan, Dongling Yu, Bingqiang Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Colorectal cancer
Machine learning
Online calculators
Survival
Online Access:https://doi.org/10.1038/s41598-025-95385-0
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https://doi.org/10.1038/s41598-025-95385-0

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