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Csaba Molnár

biological research centre

16H-index
32Paper Count
2.4KCitation Count
Published Papers 15
Publication Date
A Subphase-Labeled Mitotic Dataset for AI-powered Cell Division Analysis
err2026-03-13
err0
errOAAI
errZsanett Zsofia Ivan; Dominik Hirling; Istvan Grexa; Jonas Ammeling; Csaba Molnar; Tamas Micsik; Katalin Dobra; Levente Kuthi; Farkas Sukosd; Janos Fillinger; Judit Moldvay; Erika Toth; Marc Aubreville; Vivien Miczan; Peter Horvath
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Rapid label-free imaging-based evaluation of cancer dependencies in zero-passage primary cells
err2023-04-04
err0
PREAI
errAl-Jazrawe, Mushriq; Molnar, Csaba; Abeyta, Elisabeth; Blum, Steven; Rindtorff, Niklas; Cebula, Kathryn; Misek, Sean; Alimova, Maria; Colgan, William; Rios, Carmen; Tseng, Moony; McFarland, James; Regev, Aviv; Cimini, Beth; Carpenter, Anne; Bass, Adam; Klempner, Samuel; Boehm, Jesse
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Gene loss and compensatory evolution promotes the emergence of morphological novelties in budding yeast
err2022-04-28
err18
errOAAI
errFarkas, Zoltan; Kovacs, Karoly; Sarkadi, Zsuzsa; Kalapis, Dorottya; Fekete, Gergely; Birtyik, Fanni; Ayaydin, Ferhan; Molnar, Csaba; Horvath, Peter; Pal, Csaba; Papp, Balazs
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Genome-wide RNAi screen identifies novel players in human 60S subunit biogenesis including key enzymes of polyamine metabolism
err2022-02-12
err13
errOAAI
errDorner, Kerstin; Badertscher, Lukas; Horvath, Bianka; Hollandi, Reka; Molnar, Csaba; Fuhrer, Tobias; Meier, Roger; Sarazova, Marie; van den Heuvel, Jasmin; Zamboni, Nicola; Horvath, Peter; Kutay, Ulrike
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Regression plane concept for analysing continuous cellular processes with machine learning
err2021-05-05
err8
errOAAI
errSzkalisity, 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; Pietiainen, Vilja; Honti, Viktor; Horvath, Peter
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Green Silver and Gold Nanoparticles: Biological Synthesis Approaches and Potentials for Biomedical Applications
err2021-02-05
err179
errOAAI
errRonavari, Andrea; Igaz, Nora; Adamecz, Dora I.; Szerencses, Bettina; Molnar, Csaba; Konya, Zoltan; Pfeiffer, Ilona; Kiricsi, Monika
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nucleAIzer: A Parameter-free Deep Learning Framework for Nucleus Segmentation Using Image Style Transfer
err2020-05-01
err147
errOAAI
errHollandi, 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
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A deep convolutional neural network approach for astrocyte detection
err2018-08-27
err46
errOAAI
errSuleymanova, Ilida; Balassa, Tamas; Tripathi, Sushil; Molnar, Csaba; Saarma, Mart; Sidorova, Yulia; Horvath, Peter
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Environmental properties of cells improve machine learning-based phenotype recognition accuracy
err2018-07-04
err12
errOAAI
errToth, Timea; Balassa, Tamas; Bara, Norbert; Kovacs, Ferenc; Kriston, Andras; Molnar, Csaba; Haracska, Lajos; Sukosd, Farkas; Horvath, Peter
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Hsp70-associated chaperones have a critical role in buffering protein production costs
err2018-01-29
err31
errOAAI
errFarkas, Zoltan; Kalapis, Dorottya; Bodi, Zoltan; Szamecz, Bela; Daraba, Andreea; Almazi, Karola; Kovacs, Karoly; Boross, Gabor; Pal, Ferenc; Horvath, Peter; Balassa, Tamas; Molnar, Csaba; Pettko-Szandtner, Aladar; Klement, Eva; Rutkai, Edit; Szvetnik, Attila; Papp, Balazs; Pal, Csaba
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Intelligent image-based in situ single-cell isolation
err2018-01-15
err72
errOAAI
errBrasko, 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
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Data-analysis strategies for image-based cell profiling
err2017-09-01
err466
errOAAI
errCaicedo, Juan C.; Cooper, Sam; Heigwer, Florian; Warchal, Scott; Qiu, Peng; Molnar, Csaba; Vasilevich, Aliaksei S.; Barry, Joseph D.; Bansal, Harmanjit Singh; Kraus, Oren; Wawer, Mathias; Paavolainen, Lassi; Herrmann, Markus D.; Rohban, Mohammad; Hung, Jane; Hennig, Holger; Concannon, John; Smith, Ian; Clemons, Paul A.; Singh, Shantanu; Rees, Paul; Horvath, Peter; Linington, Roger G.; Carpenter, Anne E.
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Advanced Cell Classifier: User-Friendly Machine-Learning-Based Software for Discovering Phenotypes in High-Content Imaging Data
err2017-06-01
err66
errOAAI
errPiccinini, Filippo; Balassa, Tamas; Szkalisity, Abel; Molnar, Csaba; Paavolainen, Lassi; Kujala, Kaisa; Buzas, Krisztina; Sarazova, Marie; Pietiainen, Vilja; Kutay, Ulrike; Smith, Kevin; Horvath, Peter
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Accurate Morphology Preserving Segmentation of Overlapping Cells based on Active Contours
err2016-08-26
err57
errOAAI
errMolnar, Csaba; Jermyn, Ian H.; Kato, Zoltan; Rahkama, Vesa; Ostling, Paivi; Mikkonen, Piia; Pietiainen, Vilja; Horvath, Peter
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Impact of the morphology and reactivity of nanoscale zero-valent iron (NZVI) on dechlorinating bacteria
err2016-05-01
err43
PREAI
errRonavari, Andrea; Balazs, Margit; Tolmacsov, Peter; Molnar, Csaba; Kiss, Istvan; Kukovecz, Akos; Konya, Zoltan
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