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Article

The construction and preliminary validation of methylation haplotype load markers of multiple genes for cervical cancer screenings

2024-04-30

Abstract excerpt

<title>Abstract</title> <p>Background At present, there are certain deficiencies in cervical cancer screening methods. Consequently, we aimed to establish a prediction model for cervical precancerous lesions utilizing DNA methylation haplotype load (MHL) markers. Methods Three machine learning models, namely, a random forest model (RF), a support vector machine model (SVM), and a naive Bayes model (NB), were de...

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Literature Corpus work
1d94dd00-e32e-5976-96f5-250aa3bae219
DOI
10.21203/rs.3.rs-4316829/v1
Open publication

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The construction and preliminary validation of methylation haplotype load markers of multiple genes for cervical cancer screeningsDOI 10.21203/rs.3.rs-4316829/v1
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