A machine learning-based SNP-set analysis approach for identifying disease-associated susceptibility loci

A machine learning-based SNP-set analysis approach for identifying disease-associated susceptibility loci

Abstract Identifying disease-associated susceptibility loci is one of the most pressing and crucial challenges in modeling complex diseases. Existing approaches to biomarker discovery are subject to several limitations including underpowered detection, neglect for variant interactions, and restricti...

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Bibliographic Details
Main Authors: Princess P. Silva, Joverlyn D. Gaudillo, Julianne A. Vilela, Ranzivelle Marianne L. Roxas-Villanueva, Beatrice J. Tiangco, Mario R. Domingo, Jason R. Albia
Format: Article
Language:English
Published: Nature Portfolio 2022-09-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-19708-1

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https://doi.org/10.1038/s41598-022-19708-1

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