A deep convolutional neural network approach for astrocyte detection

著者: Suleymanova, Ilida, Balassa, Tamas, Tripathi, Sushil, Molnar, Csaba, Saarma, Mart, Sidorova, Yulia, Horvath, Peter
出版年 Sci Rep (2018)

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

著者: Piccinini, Filippo, Balassa, Tamas, Carbonaro, Antonella, Diosdi, Akos, Toth, Timea, Moshkov, Nikita, Tasnadi, Ervin A., Horvath, Peter
出版年 Comput Struct Biotechnol J (2020)

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

著者: Toth, Timea, Balassa, Tamas, Bara, Norbert, Kovacs, Ferenc, Kriston, Andras, Molnar, Csaba, Haracska, Lajos, Sukosd, Farkas, Horvath, Peter
出版年 Sci Rep (2018)

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

著者: 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
出版年 Nat Commun (2021)

Regression plane concept for analysing continuous cellular processes with machine learning

著者: 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
出版年 Nat Commun (2021)

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

著者: 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
出版年 eLife (2018)

Intelligent image-based in situ single-cell isolation

著者: 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
出版年 Nat Commun (2018)

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

著者: 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.
出版年 J Neuroinflammation (2021)

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

著者: 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
出版年 Cell Syst (2020)