Development of a Pharmacogenomics Model based on Support Vector Regression with Optimal Features Selection Approach to Determine the Initial Therapeutic Dose of Warfarin Anticoagulant Drug

Development of a Pharmacogenomics Model based on Support Vector Regression with Optimal Features Selection Approach to Determine the Initial Therapeutic Dose of Warfarin Anticoagulant Drug

Introduction: Using artificial intelligence tools in pharmacogenomics is one of the latest bioinformatics research fields. One of the most important drugs that determining its initial therapeutic dose is difficult is the anticoagulant warfarin. Warfarin is an oral anticoagulant that, due to its narr...

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Bibliographic Details
Main Authors: Rouhollah Maghsoudi, Mitra Mirzarezaee, Mehdi Sadeghi, Babak Najar-Araabi
Format: Article
Language:fas
Published: Kerman University of Medical Sciences 2023-03-01
Series:مجله انفورماتیک سلامت و زیست پزشکی
Subjects:
pharmacogenomics
initial warfarin dose estimation
feature selection
least squares support vector regression
Online Access:http://jhbmi.ir/article-1-721-en.pdf

Internet

http://jhbmi.ir/article-1-721-en.pdf

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