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Page 1
Selection, optimization, and validation of ten chronic disease polygenic risk scores for clinical implementation in diverse populations.
Lennon NJ, Kottyan LC, Kachulis C, Abul-Husn N, Arias J, Belbin G, Below JE, Berndt S, Chung W, Cimino JJ, Clayton EW, Connolly JJ, Crosslin D, Dikilitas O, Velez Edwards DR, Feng Q, Fisher M, Freimuth R, Ge T; GIANT Consortium; All of Us Research Program; Glessner JT, Gordon A, Guiducci C, Hakonarson H, Harden M, Harr M, Hirschhorn J, Hoggart C, Hsu L, Irvin R, Jarvik GP, Karlson EW, Khan A, Khera A, Kiryluk K, Kullo I, Larkin K, Limdi N, Linder JE, Loos R, Luo Y, Malolepsza E, Manolio T, Martin LJ, McCarthy L, Meigs JB, Mersha TB, Mosley J, Namjou B, Pai N, Pesce LL, Peters U, Peterson J, Prows CA, Puckelwartz MJ, Rehm H, Roden D, Rosenthal EA, Rowley R, Sawicki KT, Schaid D, Schmidlen T, Smit R, Smith J, Smoller JW, Thomas M, Tiwari H, Toledo D, Vaitinadin NS, Veenstra D, Walunas T, Wang Z, Wei WQ, Weng C, Wiesner G, Xianyong Y, Kenny E. Lennon NJ, et al. Among authors: walunas t. medRxiv [Preprint]. 2023 Jun 5:2023.05.25.23290535. doi: 10.1101/2023.05.25.23290535. medRxiv. 2023. Update in: Nat Med. 2024 Feb;30(2):480-487. doi: 10.1038/s41591-024-02796-z PMID: 37333246 Free PMC article. Updated. Preprint.
Clinical consequences of a polygenic predisposition to benign lower white blood cell counts: Consequences of benign WBC count genetics.
Mosley JD, Shelley JP, Dickson AL, Zanussi J, Daniel LL, Zheng NS, Bastarache L, Wei WQ, Shi M, Jarvik GP, Rosenthal EA, Khan A, Sherafati A, Kullo IJ, Walunas TL, Glessner J, Hakonarson H, Cox NJ, Roden DM, Frangakis SG, Vanderwerff B, Stein CM, Van Driest SL, Borinstein SC, Shu XO, Zawistowski M, Chung CP, Kawai VK. Mosley JD, et al. medRxiv [Preprint]. 2023 Aug 21:2023.08.20.23294331. doi: 10.1101/2023.08.20.23294331. medRxiv. 2023. Update in: Nat Commun. 2024 Apr 22;15(1):3384. doi: 10.1038/s41467-024-47804-5 PMID: 37662324 Free PMC article. Updated. Preprint.
Genetic sex validation for sample tracking in next-generation sequencing clinical testing.
Hu J, Korchina V, Zouk H, Harden MV, Murdock D, Macbeth A, Harrison SM, Lennon N, Kovar C, Balasubramanian A, Zhang L, Chandanavelli G, Pasham D, Rowley R, Wiley K, Smith ME, Gordon A, Jarvik GP, Sleiman P, Kelly MA, Bland HT, Murugan M, Venner E, Boerwinkle E; eMERGE III consortium; Prows C, Mahanta L, Rehm HL, Gibbs RA, Muzny DM. Hu J, et al. BMC Res Notes. 2024 Mar 3;17(1):62. doi: 10.1186/s13104-024-06723-w. BMC Res Notes. 2024. PMID: 38433186 Free PMC article.
Natural language processing to identify lupus nephritis phenotype in electronic health records.
Deng Y, Pacheco JA, Ghosh A, Chung A, Mao C, Smith JC, Zhao J, Wei WQ, Barnado A, Dorn C, Weng C, Liu C, Cordon A, Yu J, Tedla Y, Kho A, Ramsey-Goldman R, Walunas T, Luo Y. Deng Y, et al. Among authors: walunas t. BMC Med Inform Decis Mak. 2024 Mar 3;22(Suppl 2):348. doi: 10.1186/s12911-024-02420-7. BMC Med Inform Decis Mak. 2024. PMID: 38433189 Free PMC article.
Rapid identification of inflammatory arthritis and associated adverse events following immune checkpoint therapy: a machine learning approach.
Tran SD, Lin J, Galvez C, Rasmussen LV, Pacheco J, Perottino GM, Rahbari KJ, Miller CD, John JD, Theros J, Vogel K, Dinh PV, Malik S, Ramzan U, Tegtmeyer K, Mohindra N, Johnson JL, Luo Y, Kho A, Sosman J, Walunas TL. Tran SD, et al. Front Immunol. 2024 Mar 15;15:1331959. doi: 10.3389/fimmu.2024.1331959. eCollection 2024. Front Immunol. 2024. PMID: 38558818 Free PMC article.
Deep learning for identifying personal and family history of suicidal thoughts and behaviors from EHRs.
Adekkanattu P, Furmanchuk A, Wu Y, Pathak A, Patra BG, Bost S, Morrow D, Wang GH, Yang Y, Forrest NJ, Luo Y, Walunas TL, Lo-Ciganic W, Gelad W, Bian J, Bao Y, Weiner M, Oslin D, Pathak J. Adekkanattu P, et al. Among authors: walunas tl. NPJ Digit Med. 2024 Sep 28;7(1):260. doi: 10.1038/s41746-024-01266-7. NPJ Digit Med. 2024. PMID: 39341983 Free PMC article.
Northwestern University resource and education development initiatives to advance collaborative artificial intelligence across the learning health system.
Luo Y, Mao C, Sanchez-Pinto LN, Ahmad FS, Naidech A, Rasmussen L, Pacheco JA, Schneider D, Mithal LB, Dresden S, Holmes K, Carson M, Shah SJ, Khan S, Clare S, Wunderink RG, Liu H, Walunas T, Cooper L, Yue F, Wehbe F, Fang D, Liebovitz DM, Markl M, Michelson KN, McColley SA, Green M, Starren J, Ackermann RT, D'Aquila RT, Adams J, Lloyd-Jones D, Chisholm RL, Kho A. Luo Y, et al. Among authors: walunas t. Learn Health Syst. 2024 Apr 15;8(3):e10417. doi: 10.1002/lrh2.10417. eCollection 2024 Jul. Learn Health Syst. 2024. PMID: 39036530 Free PMC article.
89 results