195 related articles for article (PubMed ID: 35995843)
1. Non-linear machine learning models incorporating SNPs and PRS improve polygenic prediction in diverse human populations.
Elgart M; Lyons G; Romero-Brufau S; Kurniansyah N; Brody JA; Guo X; Lin HJ; Raffield L; Gao Y; Chen H; de Vries P; Lloyd-Jones DM; Lange LA; Peloso GM; Fornage M; Rotter JI; Rich SS; Morrison AC; Psaty BM; Levy D; Redline S; ; Sofer T
Commun Biol; 2022 Aug; 5(1):856. PubMed ID: 35995843
[TBL] [Abstract][Full Text] [Related]
2. Epistatic Features and Machine Learning Improve Alzheimer's Disease Risk Prediction Over Polygenic Risk Scores.
Hermes S; Cady J; Armentrout S; O'Connor J; Holdaway SC; Cruchaga C; Wingo T; Greytak EM;
J Alzheimers Dis; 2024; 99(4):1425-1440. PubMed ID: 38788065
[TBL] [Abstract][Full Text] [Related]
3. The construction of cross-population polygenic risk scores using transfer learning.
Zhao Z; Fritsche LG; Smith JA; Mukherjee B; Lee S
Am J Hum Genet; 2022 Nov; 109(11):1998-2008. PubMed ID: 36240765
[TBL] [Abstract][Full Text] [Related]
4. netCRS: Network-based comorbidity risk score for prediction of myocardial infarction using biobank-scaled PheWAS data.
Nam Y; Jung SH; Verma A; Sriram V; Won HH; Yun JS; ; Kim D
Pac Symp Biocomput; 2022; 27():325-336. PubMed ID: 34890160
[TBL] [Abstract][Full Text] [Related]
5. Machine learning models for predicting blood pressure phenotypes by combining multiple polygenic risk scores.
Hrytsenko Y; Shea B; Elgart M; Kurniansyah N; Lyons G; Morrison AC; Carson AP; Haring B; Mitchell BD; Psaty BM; Jaeger BC; Gu CC; Kooperberg C; Levy D; Lloyd-Jones D; Choi E; Brody JA; Smith JA; Rotter JI; Moll M; Fornage M; Simon N; Castaldi P; Casanova R; Chung RH; Kaplan R; Loos RJF; Kardia SLR; Rich SS; Redline S; Kelly T; O'Connor T; Zhao W; Kim W; Guo X; Ida Chen YD; ; Sofer T
Sci Rep; 2024 May; 14(1):12436. PubMed ID: 38816422
[TBL] [Abstract][Full Text] [Related]
6. Robust SNP-based prediction of rheumatoid arthritis through machine-learning-optimized polygenic risk score.
Lim AJW; Tyniana CT; Lim LJ; Tan JWL; Koh ET; ; Chong SS; Khor CC; Leong KP; Lee CG
J Transl Med; 2023 Feb; 21(1):92. PubMed ID: 36750873
[TBL] [Abstract][Full Text] [Related]
7. Polygenic risk and hazard scores for Alzheimer's disease prediction.
Leonenko G; Sims R; Shoai M; Frizzati A; Bossù P; Spalletta G; Fox NC; Williams J; ; Hardy J; Escott-Price V
Ann Clin Transl Neurol; 2019 Mar; 6(3):456-465. PubMed ID: 30911569
[TBL] [Abstract][Full Text] [Related]
8. Variability of polygenic prediction for body mass index in Africa.
Chikowore T; Läll K; Micklesfield LK; Lombard Z; Goedecke JH; Fatumo S; Norris SA; Magi R; Ramsay M; Franks PW; Pare G; Morris AP
Genome Med; 2024 May; 16(1):74. PubMed ID: 38816834
[TBL] [Abstract][Full Text] [Related]
9. Efficient Implementation of Penalized Regression for Genetic Risk Prediction.
Privé F; Aschard H; Blum MGB
Genetics; 2019 May; 212(1):65-74. PubMed ID: 30808621
[TBL] [Abstract][Full Text] [Related]
10. PRS-on-Spark (PRSoS): a novel, efficient and flexible approach for generating polygenic risk scores.
Chen LM; Yao N; Garg E; Zhu Y; Nguyen TTT; Pokhvisneva I; Hari Dass SA; Unternaehrer E; Gaudreau H; Forest M; McEwen LM; MacIsaac JL; Kobor MS; Greenwood CMT; Silveira PP; Meaney MJ; O'Donnell KJ
BMC Bioinformatics; 2018 Aug; 19(1):295. PubMed ID: 30089455
[TBL] [Abstract][Full Text] [Related]
11. Genome-wide Modeling of Polygenic Risk Score in Colorectal Cancer Risk.
Thomas M; Sakoda LC; Hoffmeister M; Rosenthal EA; Lee JK; van Duijnhoven FJB; Platz EA; Wu AH; Dampier CH; de la Chapelle A; Wolk A; Joshi AD; Burnett-Hartman A; Gsur A; Lindblom A; Castells A; Win AK; Namjou B; Van Guelpen B; Tangen CM; He Q; Li CI; Schafmayer C; Joshu CE; Ulrich CM; Bishop DT; Buchanan DD; Schaid D; Drew DA; Muller DC; Duggan D; Crosslin DR; Albanes D; Giovannucci EL; Larson E; Qu F; Mentch F; Giles GG; Hakonarson H; Hampel H; Stanaway IB; Figueiredo JC; Huyghe JR; Minnier J; Chang-Claude J; Hampe J; Harley JB; Visvanathan K; Curtis KR; Offit K; Li L; Le Marchand L; Vodickova L; Gunter MJ; Jenkins MA; Slattery ML; Lemire M; Woods MO; Song M; Murphy N; Lindor NM; Dikilitas O; Pharoah PDP; Campbell PT; Newcomb PA; Milne RL; MacInnis RJ; Castellví-Bel S; Ogino S; Berndt SI; Bézieau S; Thibodeau SN; Gallinger SJ; Zaidi SH; Harrison TA; Keku TO; Hudson TJ; Vymetalkova V; Moreno V; Martín V; Arndt V; Wei WQ; Chung W; Su YR; Hayes RB; White E; Vodicka P; Casey G; Gruber SB; Schoen RE; Chan AT; Potter JD; Brenner H; Jarvik GP; Corley DA; Peters U; Hsu L
Am J Hum Genet; 2020 Sep; 107(3):432-444. PubMed ID: 32758450
[TBL] [Abstract][Full Text] [Related]
12. FairPRS: adjusting for admixed populations in polygenic risk scores using invariant risk minimization.
Machado Reyes D; Bose A; Karavani E; Parida L
Pac Symp Biocomput; 2023; 28():198-208. PubMed ID: 36540977
[TBL] [Abstract][Full Text] [Related]
13. A comprehensive investigation of statistical and machine learning approaches for predicting complex human diseases on genomic variants.
Wang C; Zhang J; Veldsman WP; Zhou X; Zhang L
Brief Bioinform; 2023 Jan; 24(1):. PubMed ID: 36585786
[TBL] [Abstract][Full Text] [Related]
14. Estimating prevalence of human traits among populations from polygenic risk scores.
Graham BE; Plotkin B; Muglia L; Moore JH; Williams SM
Hum Genomics; 2021 Dec; 15(1):70. PubMed ID: 34903281
[TBL] [Abstract][Full Text] [Related]
15. PRSice: Polygenic Risk Score software.
Euesden J; Lewis CM; O'Reilly PF
Bioinformatics; 2015 May; 31(9):1466-8. PubMed ID: 25550326
[TBL] [Abstract][Full Text] [Related]
16. Combining Asian and European genome-wide association studies of colorectal cancer improves risk prediction across racial and ethnic populations.
Thomas M; Su YR; Rosenthal EA; Sakoda LC; Schmit SL; Timofeeva MN; Chen Z; Fernandez-Rozadilla C; Law PJ; Murphy N; Carreras-Torres R; Diez-Obrero V; van Duijnhoven FJB; Jiang S; Shin A; Wolk A; Phipps AI; Burnett-Hartman A; Gsur A; Chan AT; Zauber AG; Wu AH; Lindblom A; Um CY; Tangen CM; Gignoux C; Newton C; Haiman CA; Qu C; Bishop DT; Buchanan DD; Crosslin DR; Conti DV; Kim DH; Hauser E; White E; Siegel E; Schumacher FR; Rennert G; Giles GG; Hampel H; Brenner H; Oze I; Oh JH; Lee JK; Schneider JL; Chang-Claude J; Kim J; Huyghe JR; Zheng J; Hampe J; Greenson J; Hopper JL; Palmer JR; Visvanathan K; Matsuo K; Matsuda K; Jung KJ; Li L; Le Marchand L; Vodickova L; Bujanda L; Gunter MJ; Matejcic M; Jenkins MA; Slattery ML; D'Amato M; Wang M; Hoffmeister M; Woods MO; Kim M; Song M; Iwasaki M; Du M; Udaltsova N; Sawada N; Vodicka P; Campbell PT; Newcomb PA; Cai Q; Pearlman R; Pai RK; Schoen RE; Steinfelder RS; Haile RW; Vandenputtelaar R; Prentice RL; Küry S; Castellví-Bel S; Tsugane S; Berndt SI; Lee SC; Brezina S; Weinstein SJ; Chanock SJ; Jee SH; Kweon SS; Vadaparampil S; Harrison TA; Yamaji T; Keku TO; Vymetalkova V; Arndt V; Jia WH; Shu XO; Lin Y; Ahn YO; Stadler ZK; Van Guelpen B; Ulrich CM; Platz EA; Potter JD; Li CI; Meester R; Moreno V; Figueiredo JC; Casey G; Lansdorp Vogelaar I; Dunlop MG; Gruber SB; Hayes RB; Pharoah PDP; Houlston RS; Jarvik GP; Tomlinson IP; Zheng W; Corley DA; Peters U; Hsu L
Nat Commun; 2023 Oct; 14(1):6147. PubMed ID: 37783704
[TBL] [Abstract][Full Text] [Related]
17. Explicit Modeling of Ancestry Improves Polygenic Risk Scores and BLUP Prediction.
Chen CY; Han J; Hunter DJ; Kraft P; Price AL
Genet Epidemiol; 2015 Sep; 39(6):427-38. PubMed ID: 25995153
[TBL] [Abstract][Full Text] [Related]
18. An ensemble penalized regression method for multi-ancestry polygenic risk prediction.
Zhang J; Zhan J; Jin J; Ma C; Zhao R; O'Connell J; Jiang Y; ; Koelsch BL; Zhang H; Chatterjee N
Nat Commun; 2024 Apr; 15(1):3238. PubMed ID: 38622117
[TBL] [Abstract][Full Text] [Related]
19. Relationship of genetic determinants of height with cardiometabolic and pulmonary traits in the Hispanic Community Health Study/Study of Latinos.
Sofer T; Moon JY; Isasi CR; Qi Q; Shah NA; Kaplan RC; Kuniholm MH
Int J Epidemiol; 2018 Dec; 47(6):2059-2069. PubMed ID: 30137430
[TBL] [Abstract][Full Text] [Related]
20. Polygenic Scores for Height in Admixed Populations.
Bitarello BD; Mathieson I
G3 (Bethesda); 2020 Nov; 10(11):4027-4036. PubMed ID: 32878958
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]
