A deep convolutional neural network approach for astrocyte detection

מאת Suleymanova, Ilida, Balassa, Tamas, Tripathi, Sushil, Molnar, Csaba, Saarma, Mart, Sidorova, Yulia, Horvath, Peter
הוצא לאור ב Sci Rep (2018)

Software tools for 3D nuclei segmentation and quantitative analysis in multicellular aggregates

מאת Piccinini, Filippo, Balassa, Tamas, Carbonaro, Antonella, Diosdi, Akos, Toth, Timea, Moshkov, Nikita, Tasnadi, Ervin A., Horvath, Peter
הוצא לאור ב Comput Struct Biotechnol J (2020)

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

מאת Toth, Timea, Balassa, Tamas, Bara, Norbert, Kovacs, Ferenc, Kriston, Andras, Molnar, Csaba, Haracska, Lajos, Sukosd, Farkas, Horvath, Peter
הוצא לאור ב Sci Rep (2018)

Automatic deep learning-driven label-free image-guided patch clamp system

מאת Koos, Krisztian, Oláh, Gáspár, Balassa, Tamas, Mihut, Norbert, Rózsa, Márton, Ozsvár, Attila, Tasnadi, Ervin, Barzó, Pál, Faragó, Nóra, Puskás, László, Molnár, Gábor, Molnár, József, Tamás, Gábor, Horvath, Peter
הוצא לאור ב Nat Commun (2021)

Regression plane concept for analysing continuous cellular processes with machine learning

מאת Szkalisity, Abel, Piccinini, Filippo, Beleon, Attila, Balassa, Tamas, Varga, Istvan Gergely, Migh, Ede, Molnar, Csaba, Paavolainen, Lassi, Timonen, Sanna, Banerjee, Indranil, Ikonen, Elina, Yamauchi, Yohei, Ando, Istvan, Peltonen, Jaakko, Pietiäinen, Vilja, Honti, Viktor, Horvath, Peter
הוצא לאור ב Nat Commun (2021)

Hsp70-associated chaperones have a critical role in buffering protein production costs

מאת Farkas, Zoltán, Kalapis, Dorottya, Bódi, Zoltán, Szamecz, Béla, Daraba, Andreea, Almási, Karola, Kovács, Károly, Boross, Gábor, Pál, Ferenc, Horváth, Péter, Balassa, Tamás, Molnár, Csaba, Pettkó-Szandtner, Aladár, Klement, Éva, Rutkai, Edit, Szvetnik, Attila, Papp, Balázs, Pál, Csaba
הוצא לאור ב eLife (2018)

Intelligent image-based in situ single-cell isolation

מאת Brasko, Csilla, Smith, Kevin, Molnar, Csaba, Farago, Nora, Hegedus, Lili, Balind, Arpad, Balassa, Tamas, Szkalisity, Abel, Sukosd, Farkas, Kocsis, Katalin, Balint, Balazs, Paavolainen, Lassi, Enyedi, Marton Z., Nagy, Istvan, Puskas, Laszlo G., Haracska, Lajos, Tamas, Gabor, Horvath, Peter
הוצא לאור ב Nat Commun (2018)

Neuroinflammatory processes are augmented in mice overexpressing human heat-shock protein B1 following ethanol-induced brain injury

מאת Dukay, Brigitta, Walter, Fruzsina R., Vigh, Judit P., Barabási, Beáta, Hajdu, Petra, Balassa, Tamás, Migh, Ede, Kincses, András, Hoyk, Zsófia, Szögi, Titanilla, Borbély, Emőke, Csoboz, Bálint, Horváth, Péter, Fülöp, Lívia, Penke, Botond, Vígh, László, Deli, Mária A., Sántha, Miklós, Tóth, Melinda E.
הוצא לאור ב J Neuroinflammation (2021)

nucleAIzer: A Parameter-free Deep Learning Framework for Nucleus Segmentation Using Image Style Transfer

מאת Hollandi, Reka, Szkalisity, Abel, Toth, Timea, Tasnadi, Ervin, Molnar, Csaba, Mathe, Botond, Grexa, Istvan, Molnar, Jozsef, Balind, Arpad, Gorbe, Mate, Kovacs, Maria, Migh, Ede, Goodman, Allen, Balassa, Tamas, Koos, Krisztian, Wang, Wenyu, Caicedo, Juan Carlos, Bara, Norbert, Kovacs, Ferenc, Paavolainen, Lassi, Danka, Tivadar, Kriston, Andras, Carpenter, Anne Elizabeth, Smith, Kevin, Horvath, Peter
הוצא לאור ב Cell Syst (2020)