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Crowdsourced mapping of unexplored target space of kinase inhibitors.
Cichońska A, Ravikumar B, Allaway RJ, Wan F, Park S, Isayev O, Li S, Mason M, Lamb A, Tanoli Z, Jeon M, Kim S, Popova M, Capuzzi S, Zeng J, Dang K, Koytiger G, Kang J, Wells CI, Willson TM; IDG-DREAM Drug-Kinase Binding Prediction Challenge Consortium; Oprea TI, Schlessinger A, Drewry DH, Stolovitzky G, Wennerberg K, Guinney J, Aittokallio T. Cichońska A, et al. Nat Commun. 2021 Jun 3;12(1):3307. doi: 10.1038/s41467-021-23165-1. Nat Commun. 2021. PMID: 34083538 Free PMC article.
Modeling drug combination effects via latent tensor reconstruction.
Wang T, Szedmak S, Wang H, Aittokallio T, Pahikkala T, Cichonska A, Rousu J. Wang T, et al. Among authors: cichonska a. Bioinformatics. 2021 Jul 12;37(Suppl_1):i93-i101. doi: 10.1093/bioinformatics/btab308. Bioinformatics. 2021. PMID: 34252952 Free PMC article.
metaCCA: summary statistics-based multivariate meta-analysis of genome-wide association studies using canonical correlation analysis.
Cichonska A, Rousu J, Marttinen P, Kangas AJ, Soininen P, Lehtimäki T, Raitakari OT, Järvelin MR, Salomaa V, Ala-Korpela M, Ripatti S, Pirinen M. Cichonska A, et al. Bioinformatics. 2016 Jul 1;32(13):1981-9. doi: 10.1093/bioinformatics/btw052. Epub 2016 Feb 19. Bioinformatics. 2016. PMID: 27153689 Free PMC article.
MOTIVATION: A dominant approach to genetic association studies is to perform univariate tests between genotype-phenotype pairs. ...Currently, modest sample sizes of individual cohorts, and restricted availability of individual-level genotype-phenotype data across the cohor …
MOTIVATION: A dominant approach to genetic association studies is to perform univariate tests between genotype-phenotype pairs. ...Cu …
16 results