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Screening out irrelevant cell-based models of disease.
Horvath P, Aulner N, Bickle M, Davies AM, Nery ED, Ebner D, Montoya MC, Östling P, Pietiäinen V, Price LS, Shorte SL, Turcatti G, von Schantz C, Carragher NO. Horvath P, et al. Among authors: pietiainen v. Nat Rev Drug Discov. 2016 Nov;15(11):751-769. doi: 10.1038/nrd.2016.175. Epub 2016 Sep 12. Nat Rev Drug Discov. 2016. PMID: 27616293 Review.
Regression plane concept for analysing continuous cellular processes with machine learning.
Szkalisity A, Piccinini F, Beleon A, Balassa T, Varga IG, Migh E, Molnar C, Paavolainen L, Timonen S, Banerjee I, Ikonen E, Yamauchi Y, Ando I, Peltonen J, Pietiäinen V, Honti V, Horvath P. Szkalisity A, et al. Among authors: pietiainen v. Nat Commun. 2021 May 5;12(1):2532. doi: 10.1038/s41467-021-22866-x. Nat Commun. 2021. PMID: 33953203 Free PMC article.
Image-based and machine learning-guided multiplexed serology test for SARS-CoV-2.
Pietiäinen V, Polso M, Migh E, Guckelsberger C, Harmati M, Diosdi A, Turunen L, Hassinen A, Potdar S, Koponen A, Sebestyen EG, Kovacs F, Kriston A, Hollandi R, Burian K, Terhes G, Visnyovszki A, Fodor E, Lacza Z, Kantele A, Kolehmainen P, Kakkola L, Strandin T, Levanov L, Kallioniemi O, Kemeny L, Julkunen I, Vapalahti O, Buzas K, Paavolainen L, Horvath P, Hepojoki J. Pietiäinen V, et al. Cell Rep Methods. 2023 Aug 22;3(8):100565. doi: 10.1016/j.crmeth.2023.100565. eCollection 2023 Aug 28. Cell Rep Methods. 2023. PMID: 37671026 Free PMC article.
29 results