Development and Internal Validation of a Machine Learning-Based Colorectal Cancer Risk Prediction Model

Development and Internal Validation of a Machine Learning-Based Colorectal Cancer Risk Prediction Model

<b>Background:</b> Colorectal cancer (CRC) remains a leading cause of cancer-related mortality worldwide. While screening tools such as the fecal immunochemical test (FIT) aid in early detection, they do not provide insights into individual risk factors or strategies for primary preventi...

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Bibliographic Details
Main Authors: Deborah Jael Herrera, Daiane Maria Seibert, Karen Feyen, Marlon van Loo, Guido Van Hal, Wessel van de Veerdonk
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Gastrointestinal Disorders
Subjects:
prediction model
colorectal cancer
screening
machine learning
risk threshold
Online Access:https://www.mdpi.com/2624-5647/7/2/26
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