Horvath P - Search Results

1

SpheroidPicker for automated 3D cell culture manipulation using deep learning.

Grexa I, Diosdi A, Harmati M, Kriston A, Moshkov N, Buzas K, Pietiäinen V, Koos K, Horvath P. Grexa I, et al. Among authors: horvath p. Sci Rep. 2021 Jul 20;11(1):14813. doi: 10.1038/s41598-021-94217-1. Sci Rep. 2021. PMID: 34285291 Free PMC article.

2

The NF45/NF90 Heterodimer Contributes to the Biogenesis of 60S Ribosomal Subunits and Influences Nucleolar Morphology.

Wandrey F, Montellese C, Koos K, Badertscher L, Bammert L, Cook AG, Zemp I, Horvath P, Kutay U. Wandrey F, et al. Among authors: horvath p. Mol Cell Biol. 2015 Oct;35(20):3491-503. doi: 10.1128/MCB.00306-15. Epub 2015 Aug 3. Mol Cell Biol. 2015. PMID: 26240280 Free PMC article.

3

DIC image reconstruction using an energy minimization framework to visualize optical path length distribution.

Koos K, Molnár J, Kelemen L, Tamás G, Horvath P. Koos K, et al. Among authors: horvath p. Sci Rep. 2016 Jul 25;6:30420. doi: 10.1038/srep30420. Sci Rep. 2016. PMID: 27453091 Free PMC article.

4

Accurate Morphology Preserving Segmentation of Overlapping Cells based on Active Contours.

Molnar C, Jermyn IH, Kato Z, Rahkama V, Östling P, Mikkonen P, Pietiäinen V, Horvath P. Molnar C, et al. Among authors: horvath p. Sci Rep. 2016 Aug 26;6:32412. doi: 10.1038/srep32412. Sci Rep. 2016. PMID: 27561654 Free PMC article.

5

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. 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.

6

Advanced Cell Classifier: User-Friendly Machine-Learning-Based Software for Discovering Phenotypes in High-Content Imaging Data.

Piccinini F, Balassa T, Szkalisity A, Molnar C, Paavolainen L, Kujala K, Buzas K, Sarazova M, Pietiainen V, Kutay U, Smith K, Horvath P. Piccinini F, et al. Among authors: horvath p. Cell Syst. 2017 Jun 28;4(6):651-655.e5. doi: 10.1016/j.cels.2017.05.012. Epub 2017 Jun 21. Cell Syst. 2017. PMID: 28647475 Free article.

7

Phenotypic Image Analysis Software Tools for Exploring and Understanding Big Image Data from Cell-Based Assays.

Smith K, Piccinini F, Balassa T, Koos K, Danka T, Azizpour H, Horvath P. Smith K, et al. Among authors: horvath p. Cell Syst. 2018 Jun 27;6(6):636-653. doi: 10.1016/j.cels.2018.06.001. Cell Syst. 2018. PMID: 29953863 Free article. Review.

8

Environmental properties of cells improve machine learning-based phenotype recognition accuracy.

Toth T, Balassa T, Bara N, Kovacs F, Kriston A, Molnar C, Haracska L, Sukosd F, Horvath P. Toth T, et al. Among authors: horvath p. Sci Rep. 2018 Jul 4;8(1):10085. doi: 10.1038/s41598-018-28482-y. Sci Rep. 2018. PMID: 29973621 Free PMC article.

9

A deep convolutional neural network approach for astrocyte detection.

Suleymanova I, Balassa T, Tripathi S, Molnar C, Saarma M, Sidorova Y, Horvath P. Suleymanova I, et al. Among authors: horvath p. Sci Rep. 2018 Aug 27;8(1):12878. doi: 10.1038/s41598-018-31284-x. Sci Rep. 2018. PMID: 30150631 Free PMC article.

10

Small extracellular vesicles convey the stress-induced adaptive responses of melanoma cells.

Harmati M, Gyukity-Sebestyen E, Dobra G, Janovak L, Dekany I, Saydam O, Hunyadi-Gulyas E, Nagy I, Farkas A, Pankotai T, Ujfaludi Z, Horvath P, Piccinini F, Kovacs M, Biro T, Buzas K. Harmati M, et al. Among authors: horvath p. Sci Rep. 2019 Oct 25;9(1):15329. doi: 10.1038/s41598-019-51778-6. Sci Rep. 2019. PMID: 31653931 Free PMC article.

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