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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. Among authors: hollandi r. 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.
nucleAIzer: A Parameter-free Deep Learning Framework for Nucleus Segmentation Using Image Style Transfer.
Hollandi R, Szkalisity A, Toth T, Tasnadi E, Molnar C, Mathe B, Grexa I, Molnar J, Balind A, Gorbe M, Kovacs M, Migh E, Goodman A, Balassa T, Koos K, Wang W, Caicedo JC, Bara N, Kovacs F, Paavolainen L, Danka T, Kriston A, Carpenter AE, Smith K, Horvath P. Hollandi R, et al. Cell Syst. 2020 May 20;10(5):453-458.e6. doi: 10.1016/j.cels.2020.04.003. Epub 2020 May 7. Cell Syst. 2020. PMID: 34222682 Free PMC article.
Nucleus segmentation: towards automated solutions.
Hollandi R, Moshkov N, Paavolainen L, Tasnadi E, Piccinini F, Horvath P. Hollandi R, et al. Trends Cell Biol. 2022 Apr;32(4):295-310. doi: 10.1016/j.tcb.2021.12.004. Epub 2022 Jan 21. Trends Cell Biol. 2022. PMID: 35067424 Review.
Deep Visual Proteomics defines single-cell identity and heterogeneity.
Mund A, Coscia F, Kriston A, Hollandi R, Kovács F, Brunner AD, Migh E, Schweizer L, Santos A, Bzorek M, Naimy S, Rahbek-Gjerdrum LM, Dyring-Andersen B, Bulkescher J, Lukas C, Eckert MA, Lengyel E, Gnann C, Lundberg E, Horvath P, Mann M. Mund A, et al. Among authors: hollandi r. Nat Biotechnol. 2022 Aug;40(8):1231-1240. doi: 10.1038/s41587-022-01302-5. Epub 2022 May 19. Nat Biotechnol. 2022. PMID: 35590073 Free PMC article.
Neuropilin-1 is a host factor for SARS-CoV-2 infection.
Daly JL, Simonetti B, Klein K, Chen KE, Williamson MK, Antón-Plágaro C, Shoemark DK, Simón-Gracia L, Bauer M, Hollandi R, Greber UF, Horvath P, Sessions RB, Helenius A, Hiscox JA, Teesalu T, Matthews DA, Davidson AD, Collins BM, Cullen PJ, Yamauchi Y. Daly JL, et al. Among authors: hollandi r. Science. 2020 Nov 13;370(6518):861-865. doi: 10.1126/science.abd3072. Epub 2020 Oct 20. Science. 2020. PMID: 33082294 Free PMC article.
15 results