Horvath Peter

Country: Hungary
Laboratory webpage
E-mail: h938454@gmail.com

Participation in Working Groups

  • WG3 - New methodologies to study mechanobiology of cells and tissues

Research Interests

Image analysis.

Technologies offered to other EuroCellNet participants

High throghput computing

Technologies sought from other EuroCellNet participants

single cell


Suleymanova, I., Balassa, T., Tripathi, S., Molnar, Cs., Saarma, M., Sidorova, Y., Horvath, P. (2018)
A deep convolutional neural network approach for astrocyte detection.
Scientific Reports

Carragher, N., Piccinini, F., Tesei, A., Trask, J., Bickle, M., Horvath, P. (2018)
Concerns, challenges and promises of high-content analysis of 3D cellular models.
Nature Reviews Drug Discovery

Toth, T., Balassa, T., Bara, N., Kovacs, F., Kriston A., Molnar, Cs., Haracska, L., Sukosd, F., Horvath, P. (2018)
Environmental properties of cells improve machine learning-based phenotype recognition accuracy.
Scientific Reports

Smith K., Piccinini, F., Balassa, T., Koos, K., Danka, T., Azizpour H., Horvath, P. (2018)
Phenotypic image analysis software tools for exploring and understanding big image data from cell-based assays.
Cell Systems

Natan, E., Endoh, T., Haim-Vilmovsky, L., Flock, T., Chalancon, G., Hopper, J.T.S, Kintses, B., Horvath, P., Daruka, L., Fekete, G., Pál, C., Papp, B., Oszi, E., Magyar, Z., Marsh, J.A., Elcock, A.H., Babu, M.M., Robinson, C.V., Sugimoto ,N., Teichmann, S. A (2018)
Cotranslational protein assembly imposes evolutionary constraints on homomeric proteins
Nature Structural & Molecular Biology 25, 279–288
| pdf | doi:10.1038/s41594-018-0029-5 | nature |

Farkas, Z., Kalapis, D., Bódi, Z., Szamecz, B., Daraba, A., Almási, K., Kovács, K., Boross, G., Pál, F., Horvath, P., Balassa, T., Molnar, Cs., Pettkó-Szandtner, A., Klement, É., Rutkai, E., Szvetnik, A., Papp, B., Pál, C. (2018)
Hsp70-associated chaperones have a critical role in buffering protein production costs.
Elife 2018 Jan 29;7.
| pdf | pubmed | doi: 10.7554/eLife.29845 | Elife |

Brasko C., Smith K., Molnar, Cs., Farago N., Hegedus L., Balind A., Balassa, T., Szkalisity, A., Sukosd F., Kocsis K., Balint B., Paavolainen, L., Enyedi M.Z., Nagy I., Puskas L.G., Haracska L., Tamas, G., Horvath, P. (2018)
Intelligent image-based in situ single-cell isolation.
Nature Communications