Robust Performance of Potentially Functional SNPs in Machine Learning Models for the Prediction of Atorvastatin-Induced Myalgia

10.3389/fphar.2021.605764

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Main Authors:	Ooi, Brandon NS, Raechell, Ying, Ariel F, Koh, Yong Zher, Jin, Yu, Yee, Sherman WL, Lee, Justin HS, Chong, Samuel S, Tan, Jack WC, Liu, Jianjun, Lee, Caroline G, Drum, Chester L
Other Authors:	BIOCHEMISTRY
Format:	Article
Language:	English
Published:	FRONTIERS MEDIA SA 2022
Subjects:	Science & Technology Life Sciences & Biomedicine Pharmacology & Pharmacy statin myalgia whole genome sequencing machine learning pharmacogenomics STATIN-INDUCED MYOPATHY SLCO1B1 POLYMORPHISM GENETIC VARIANT ASSOCIATION ADHERENCE THERAPY RISK GENERATION EXPRESSION SINGAPORE
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/226803
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-226803
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spelling	sg-nus-scholar.10635-2268032024-04-24T05:31:13Z Robust Performance of Potentially Functional SNPs in Machine Learning Models for the Prediction of Atorvastatin-Induced Myalgia Ooi, Brandon NS Raechell Ying, Ariel F Koh, Yong Zher Jin, Yu Yee, Sherman WL Lee, Justin HS Chong, Samuel S Tan, Jack WC Liu, Jianjun Lee, Caroline G Drum, Chester L BIOCHEMISTRY MEDICINE PAEDIATRICS DUKE-NUS MEDICAL SCHOOL LEE KUAN YEW SCHOOL OF PUBLIC POLICY NUS GRADUATE SCHOOL Science & Technology Life Sciences & Biomedicine Pharmacology & Pharmacy statin myalgia whole genome sequencing machine learning pharmacogenomics STATIN-INDUCED MYOPATHY SLCO1B1 POLYMORPHISM GENETIC VARIANT ASSOCIATION ADHERENCE THERAPY RISK GENERATION EXPRESSION SINGAPORE 10.3389/fphar.2021.605764 FRONTIERS IN PHARMACOLOGY 12 2022-06-09T02:00:22Z 2022-06-09T02:00:22Z 2021-04-22 2022-06-07T06:39:42Z Article Ooi, Brandon NS, Raechell, Ying, Ariel F, Koh, Yong Zher, Jin, Yu, Yee, Sherman WL, Lee, Justin HS, Chong, Samuel S, Tan, Jack WC, Liu, Jianjun, Lee, Caroline G, Drum, Chester L (2021-04-22). Robust Performance of Potentially Functional SNPs in Machine Learning Models for the Prediction of Atorvastatin-Induced Myalgia. FRONTIERS IN PHARMACOLOGY 12. ScholarBank@NUS Repository. https://doi.org/10.3389/fphar.2021.605764 16639812 https://scholarbank.nus.edu.sg/handle/10635/226803 en FRONTIERS MEDIA SA Elements
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	Science & Technology Life Sciences & Biomedicine Pharmacology & Pharmacy statin myalgia whole genome sequencing machine learning pharmacogenomics STATIN-INDUCED MYOPATHY SLCO1B1 POLYMORPHISM GENETIC VARIANT ASSOCIATION ADHERENCE THERAPY RISK GENERATION EXPRESSION SINGAPORE
spellingShingle	Science & Technology Life Sciences & Biomedicine Pharmacology & Pharmacy statin myalgia whole genome sequencing machine learning pharmacogenomics STATIN-INDUCED MYOPATHY SLCO1B1 POLYMORPHISM GENETIC VARIANT ASSOCIATION ADHERENCE THERAPY RISK GENERATION EXPRESSION SINGAPORE Ooi, Brandon NS Raechell Ying, Ariel F Koh, Yong Zher Jin, Yu Yee, Sherman WL Lee, Justin HS Chong, Samuel S Tan, Jack WC Liu, Jianjun Lee, Caroline G Drum, Chester L Robust Performance of Potentially Functional SNPs in Machine Learning Models for the Prediction of Atorvastatin-Induced Myalgia
description	10.3389/fphar.2021.605764
author2	BIOCHEMISTRY
author_facet	BIOCHEMISTRY Ooi, Brandon NS Raechell Ying, Ariel F Koh, Yong Zher Jin, Yu Yee, Sherman WL Lee, Justin HS Chong, Samuel S Tan, Jack WC Liu, Jianjun Lee, Caroline G Drum, Chester L
format	Article
author	Ooi, Brandon NS Raechell Ying, Ariel F Koh, Yong Zher Jin, Yu Yee, Sherman WL Lee, Justin HS Chong, Samuel S Tan, Jack WC Liu, Jianjun Lee, Caroline G Drum, Chester L
author_sort	Ooi, Brandon NS
title	Robust Performance of Potentially Functional SNPs in Machine Learning Models for the Prediction of Atorvastatin-Induced Myalgia
title_short	Robust Performance of Potentially Functional SNPs in Machine Learning Models for the Prediction of Atorvastatin-Induced Myalgia
title_full	Robust Performance of Potentially Functional SNPs in Machine Learning Models for the Prediction of Atorvastatin-Induced Myalgia
title_fullStr	Robust Performance of Potentially Functional SNPs in Machine Learning Models for the Prediction of Atorvastatin-Induced Myalgia
title_full_unstemmed	Robust Performance of Potentially Functional SNPs in Machine Learning Models for the Prediction of Atorvastatin-Induced Myalgia
title_sort	robust performance of potentially functional snps in machine learning models for the prediction of atorvastatin-induced myalgia
publisher	FRONTIERS MEDIA SA
publishDate	2022
url	https://scholarbank.nus.edu.sg/handle/10635/226803
_version_	1800915417559990272

Robust Performance of Potentially Functional SNPs in Machine Learning Models for the Prediction of Atorvastatin-Induced Myalgia

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