Explainable Machine Learning Models for Colorectal Cancer Prediction Using Clinical Laboratory Data

Explainable Machine Learning Models for Colorectal Cancer Prediction Using Clinical Laboratory Data

Introduction Early diagnosis of colorectal cancer (CRC) poses a significant clinical challenge. This study aims to develop machine learning (ML) models for CRC risk prediction using clinical laboratory data. Methods This retrospective, single-center study analyzed laboratory examination data from he...

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Bibliographic Details
Main Authors: Rui Li MS, Xiaoyan Hao MS, Yanjun Diao MD, Liu Yang MS, Jiayun Liu MD
Format: Article
Language:English
Published: SAGE Publishing 2025-04-01
Series:Cancer Control
Online Access:https://doi.org/10.1177/10732748251336417
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