Streptococcus gallolyticus infection and its Interrelation with colorectal cancer: diagnostic accuracy of statistical and machine learning models for early detection algorithm

INTRODUCTION: Epidemiological studies have emphasized the role of Streptococcus gallolyticus subspecies gallolyticus (Sgg) infection in the development of colorectal cancer (CRC), yet it remains underappreciated. While statistical and machine learning (ML) models can enhance CRC prediction, direct c...

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Main Authors:	Mohammad Aidid, Edre, Hamzah, Hairul Aini, Shalihin, Mohd Shaiful Ehsan, Md Nor, Azmi, Ismail, Che Muhammad Khairul Hisyam
Format:	Article
Language:	en
Published:	International Islamic University Malaysia 2025
Subjects:	RA0421 Public health. Hygiene. Preventive Medicine RA643 Communicable Diseases and Public Health RA644.3 Chronic and Noninfectious Diseases and Public Health
Online Access:	http://irep.iium.edu.my/123529/1/123529_Streptococcus%20gallolyticus%20infection%20and%20its%20Interrelation.pdf http://irep.iium.edu.my/123529/ https://journals.iium.edu.my/kom/index.php/imjm/article/view/2895
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