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Page 1
Random forests for genetic association studies.
Goldstein BA, Polley EC, Briggs FB. Goldstein BA, et al. Among authors: polley ec. Stat Appl Genet Mol Biol. 2011;10(1):32. doi: 10.2202/1544-6115.1691. Epub 2011 Jul 12. Stat Appl Genet Mol Biol. 2011. PMID: 22889876 Free PMC article. Review.
Societal challenges of precision medicine: Bringing order to chaos.
Salgado R, Moore H, Martens JWM, Lively T, Malik S, McDermott U, Michiels S, Moscow JA, Tejpar S, McKee T, Lacombe D; IBCD-Faculty. Salgado R, et al. Eur J Cancer. 2017 Oct;84:325-334. doi: 10.1016/j.ejca.2017.07.028. Epub 2017 Sep 4. Eur J Cancer. 2017. PMID: 28865260 Free PMC article.
Super learner.
van der Laan MJ, Polley EC, Hubbard AE. van der Laan MJ, et al. Among authors: polley ec. Stat Appl Genet Mol Biol. 2007;6:Article25. doi: 10.2202/1544-6115.1309. Epub 2007 Sep 16. Stat Appl Genet Mol Biol. 2007. PMID: 17910531
Polygenic Risk Scores for Prediction of Breast Cancer and Breast Cancer Subtypes.
Mavaddat N, Michailidou K, Dennis J, Lush M, Fachal L, Lee A, Tyrer JP, Chen TH, Wang Q, Bolla MK, Yang X, Adank MA, Ahearn T, Aittomäki K, Allen J, Andrulis IL, Anton-Culver H, Antonenkova NN, Arndt V, Aronson KJ, Auer PL, Auvinen P, Barrdahl M, Beane Freeman LE, Beckmann MW, Behrens S, Benitez J, Bermisheva M, Bernstein L, Blomqvist C, Bogdanova NV, Bojesen SE, Bonanni B, Børresen-Dale AL, Brauch H, Bremer M, Brenner H, Brentnall A, Brock IW, Brooks-Wilson A, Brucker SY, Brüning T, Burwinkel B, Campa D, Carter BD, Castelao JE, Chanock SJ, Chlebowski R, Christiansen H, Clarke CL, Collée JM, Cordina-Duverger E, Cornelissen S, Couch FJ, Cox A, Cross SS, Czene K, Daly MB, Devilee P, Dörk T, Dos-Santos-Silva I, Dumont M, Durcan L, Dwek M, Eccles DM, Ekici AB, Eliassen AH, Ellberg C, Engel C, Eriksson M, Evans DG, Fasching PA, Figueroa J, Fletcher O, Flyger H, Försti A, Fritschi L, Gabrielson M, Gago-Dominguez M, Gapstur SM, García-Sáenz JA, Gaudet MM, Georgoulias V, Giles GG, Gilyazova IR, Glendon G, Goldberg MS, Goldgar DE, González-Neira A, Grenaker Alnæs GI, Grip M, Gronwald J, Grundy A, Guénel P, Haeberle L, Hahnen E, Haiman CA, Håkansson N, Hamann U, Hankinson SE, Harkness EF, H… See abstract for full author list ➔ Mavaddat N, et al. Among authors: polley ec. Am J Hum Genet. 2019 Jan 3;104(1):21-34. doi: 10.1016/j.ajhg.2018.11.002. Epub 2018 Dec 13. Am J Hum Genet. 2019. PMID: 30554720 Free PMC article.
A case-only study to identify genetic modifiers of breast cancer risk for BRCA1/BRCA2 mutation carriers.
Coignard J, Lush M, Beesley J, O'Mara TA, Dennis J, Tyrer JP, Barnes DR, McGuffog L, Leslie G, Bolla MK, Adank MA, Agata S, Ahearn T, Aittomäki K, Andrulis IL, Anton-Culver H, Arndt V, Arnold N, Aronson KJ, Arun BK, Augustinsson A, Azzollini J, Barrowdale D, Baynes C, Becher H, Bermisheva M, Bernstein L, Białkowska K, Blomqvist C, Bojesen SE, Bonanni B, Borg A, Brauch H, Brenner H, Burwinkel B, Buys SS, Caldés T, Caligo MA, Campa D, Carter BD, Castelao JE, Chang-Claude J, Chanock SJ, Chung WK, Claes KBM, Clarke CL; GEMO Study Collaborators; EMBRACE Collaborators; Collée JM, Conroy DM, Czene K, Daly MB, Devilee P, Diez O, Ding YC, Domchek SM, Dörk T, Dos-Santos-Silva I, Dunning AM, Dwek M, Eccles DM, Eliassen AH, Engel C, Eriksson M, Evans DG, Fasching PA, Flyger H, Fostira F, Friedman E, Fritschi L, Frost D, Gago-Dominguez M, Gapstur SM, Garber J, Garcia-Barberan V, García-Closas M, García-Sáenz JA, Gaudet MM, Gayther SA, Gehrig A, Georgoulias V, Giles GG, Godwin AK, Goldberg MS, Goldgar DE, González-Neira A, Greene MH, Guénel P, Haeberle L, Hahnen E, Haiman CA, Håkansson N, Hall P, Hamann U, Harrington PA, Hart SN, He W, Hogervorst FBL, Hollestelle A, Hopper JL, Horcasitas DJ, Hu… See abstract for full author list ➔ Coignard J, et al. Among authors: polley ec. Nat Commun. 2021 Feb 17;12(1):1078. doi: 10.1038/s41467-020-20496-3. Nat Commun. 2021. PMID: 33597508 Free PMC article.
Joint association of mammographic density adjusted for age and body mass index and polygenic risk score with breast cancer risk.
Vachon CM, Scott CG, Tamimi RM, Thompson DJ, Fasching PA, Stone J, Southey MC, Winham S, Lindström S, Lilyquist J, Giles GG, Milne RL, MacInnis RJ, Baglietto L, Li J, Czene K, Bolla MK, Wang Q, Dennis J, Haeberle L, Eriksson M, Kraft P, Luben R, Wareham N, Olson JE, Norman A, Polley EC, Maskarinec G, Le Marchand L, Haiman CA, Hopper JL, Couch FJ, Easton DF, Hall P, Chatterjee N, Garcia-Closas M. Vachon CM, et al. Among authors: polley ec. Breast Cancer Res. 2019 May 22;21(1):68. doi: 10.1186/s13058-019-1138-8. Breast Cancer Res. 2019. PMID: 31118087 Free PMC article.
Combined Associations of a Polygenic Risk Score and Classical Risk Factors With Breast Cancer Risk.
Kapoor PM, Mavaddat N, Choudhury PP, Wilcox AN, Lindström S, Behrens S, Michailidou K, Dennis J, Bolla MK, Wang Q, Jung A, Abu-Ful Z, Ahearn T, Andrulis IL, Anton-Culver H, Arndt V, Aronson KJ, Auer PL, Freeman LEB, Becher H, Beckmann MW, Beeghly-Fadiel A, Benitez J, Bernstein L, Bojesen SE, Brauch H, Brenner H, Brüning T, Cai Q, Campa D, Canzian F, Carracedo A, Carter BD, Castelao JE, Chanock SJ, Chatterjee N, Chenevix-Trench G, Clarke CL, Couch FJ, Cox A, Cross SS, Czene K, Dai JY, Earp HS, Ekici AB, Eliassen AH, Eriksson M, Evans DG, Fasching PA, Figueroa J, Fritschi L, Gabrielson M, Gago-Dominguez M, Gao C, Gapstur SM, Gaudet MM, Giles GG, González-Neira A, Guénel P, Haeberle L, Haiman CA, Håkansson N, Hall P, Hamann U, Hatse S, Heyworth J, Holleczek B, Hoover RN, Hopper JL, Howell A, Hunter DJ; ABCTB Investigators; kConFab/AOCS Investigators; John EM, Jones ME, Kaaks R, Keeman R, Kitahara CM, Ko YD, Koutros S, Kurian AW, Lambrechts D, Le Marchand L, Lee E, Lejbkowicz F, Linet M, Lissowska J, Llaneza A, MacInnis RJ, Martinez ME, Maurer T, McLean C, Neuhausen SL, Newman WG, Norman A, O'Brien KM, Olshan AF, Olson JE, Olsson H, Orr N, Perou CM, Pita G, Polley EC, Prentice … See abstract for full author list ➔ Kapoor PM, et al. Among authors: polley ec. J Natl Cancer Inst. 2021 Mar 1;113(3):329-337. doi: 10.1093/jnci/djaa056. J Natl Cancer Inst. 2021. PMID: 32359158 Free PMC article.
Super Learner for Survival Data Prediction.
Golmakani MK, Polley EC. Golmakani MK, et al. Among authors: polley ec. Int J Biostat. 2020 Feb 22:/j/ijb.ahead-of-print/ijb-2019-0065/ijb-2019-0065.xml. doi: 10.1515/ijb-2019-0065. Online ahead of print. Int J Biostat. 2020. PMID: 32097120
103 results