Robust SNP-based prediction of rheumatoid arthritis through machine-learning-optimized polygenic risk score

10.1186/s12967-023-03939-5

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Bibliographic Details
Main Authors:	Lim, Ashley JW, Tyniana, C Tera, Lim, Lee Jin, Tan, Justina Wei Lynn, Koh, Ee Tzun, Chong, Samuel S, Khor, Chiea Chuen, Leong, Khai Pang G, Lee, Caroline G
Other Authors:	DEAN'S OFFICE (NGS FOR INTGR SCI & ENGG)
Format:	Article
Language:	English
Published:	BMC 2023
Subjects:	Science & Technology Life Sciences & Biomedicine Medicine, Research & Experimental Research & Experimental Medicine Machine-learning Polygenic risk score Rheumatoid arthritis Single nucleotide polymorphisms WHOLE-GENOME ASSOCIATION PATHOGENESIS GENETICS
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/243371
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-243371
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spelling	sg-nus-scholar.10635-2433712024-04-25T06:19:28Z Robust SNP-based prediction of rheumatoid arthritis through machine-learning-optimized polygenic risk score Lim, Ashley JW Tyniana, C Tera Lim, Lee Jin Tan, Justina Wei Lynn Koh, Ee Tzun Chong, Samuel S Khor, Chiea Chuen Leong, Khai Pang G Lee, Caroline G DEAN'S OFFICE (NGS FOR INTGR SCI & ENGG) BIOCHEMISTRY PAEDIATRICS Science & Technology Life Sciences & Biomedicine Medicine, Research & Experimental Research & Experimental Medicine Machine-learning Polygenic risk score Rheumatoid arthritis Single nucleotide polymorphisms WHOLE-GENOME ASSOCIATION PATHOGENESIS GENETICS 10.1186/s12967-023-03939-5 JOURNAL OF TRANSLATIONAL MEDICINE 21 1 2023-07-24T09:05:29Z 2023-07-24T09:05:29Z 2023-02-07 2023-07-21T06:17:20Z Article Lim, Ashley JW, Tyniana, C Tera, Lim, Lee Jin, Tan, Justina Wei Lynn, Koh, Ee Tzun, Chong, Samuel S, Khor, Chiea Chuen, Leong, Khai Pang G, Lee, Caroline G (2023-02-07). Robust SNP-based prediction of rheumatoid arthritis through machine-learning-optimized polygenic risk score. JOURNAL OF TRANSLATIONAL MEDICINE 21 (1). ScholarBank@NUS Repository. https://doi.org/10.1186/s12967-023-03939-5 1479-5876,1479-5876 https://scholarbank.nus.edu.sg/handle/10635/243371 en BMC 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 Medicine, Research & Experimental Research & Experimental Medicine Machine-learning Polygenic risk score Rheumatoid arthritis Single nucleotide polymorphisms WHOLE-GENOME ASSOCIATION PATHOGENESIS GENETICS
spellingShingle	Science & Technology Life Sciences & Biomedicine Medicine, Research & Experimental Research & Experimental Medicine Machine-learning Polygenic risk score Rheumatoid arthritis Single nucleotide polymorphisms WHOLE-GENOME ASSOCIATION PATHOGENESIS GENETICS Lim, Ashley JW Tyniana, C Tera Lim, Lee Jin Tan, Justina Wei Lynn Koh, Ee Tzun Chong, Samuel S Khor, Chiea Chuen Leong, Khai Pang G Lee, Caroline G Robust SNP-based prediction of rheumatoid arthritis through machine-learning-optimized polygenic risk score
description	10.1186/s12967-023-03939-5
author2	DEAN'S OFFICE (NGS FOR INTGR SCI & ENGG)
author_facet	DEAN'S OFFICE (NGS FOR INTGR SCI & ENGG) Lim, Ashley JW Tyniana, C Tera Lim, Lee Jin Tan, Justina Wei Lynn Koh, Ee Tzun Chong, Samuel S Khor, Chiea Chuen Leong, Khai Pang G Lee, Caroline G
format	Article
author	Lim, Ashley JW Tyniana, C Tera Lim, Lee Jin Tan, Justina Wei Lynn Koh, Ee Tzun Chong, Samuel S Khor, Chiea Chuen Leong, Khai Pang G Lee, Caroline G
author_sort	Lim, Ashley JW
title	Robust SNP-based prediction of rheumatoid arthritis through machine-learning-optimized polygenic risk score
title_short	Robust SNP-based prediction of rheumatoid arthritis through machine-learning-optimized polygenic risk score
title_full	Robust SNP-based prediction of rheumatoid arthritis through machine-learning-optimized polygenic risk score
title_fullStr	Robust SNP-based prediction of rheumatoid arthritis through machine-learning-optimized polygenic risk score
title_full_unstemmed	Robust SNP-based prediction of rheumatoid arthritis through machine-learning-optimized polygenic risk score
title_sort	robust snp-based prediction of rheumatoid arthritis through machine-learning-optimized polygenic risk score
publisher	BMC
publishDate	2023
url	https://scholarbank.nus.edu.sg/handle/10635/243371
_version_	1800915918780366848

Robust SNP-based prediction of rheumatoid arthritis through machine-learning-optimized polygenic risk score

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