[PDF][PDF] nucleAIzer: a parameter-free deep learning framework for nucleus segmentation using image style transfer

…, C Molnar, B Mathe, I Grexa, J Molnar, A Balind… - Cell Systems, 2020 - cell.com
Single-cell segmentation is typically a crucial task of image-based cellular analysis. We
present nucleAIzer, a deep-learning approach aiming toward a truly general method for …

[HTML][HTML] Intelligent image-based in situ single-cell isolation

…, C Molnar, N Farago, L Hegedus, A Balind… - Nature …, 2018 - nature.com
Quantifying heterogeneities within cell populations is important for many fields including
cancer research and neurobiology; however, techniques to isolate individual cells are limited. …

[HTML][HTML] Melanoma-derived exosomes induce PD-1 overexpression and tumor progression via mesenchymal stem cell oncogenic reprogramming

E Gyukity-Sebestyén, M Harmati, G Dobra… - Frontiers in …, 2019 - frontiersin.org
… Mechanical drift introduced by either the mechanical movement of the sample or thermal
effects was analyzed and reduced by means of a blind drift correction algorithm. Spatial …

A deep learning framework for nucleus segmentation using image style transfer

…, C Molnar, B Mathe, I Grexa, J Molnar, A Balind… - Biorxiv, 2019 - biorxiv.org
Single cell segmentation is typically one of the first and most crucial tasks of image-based
cellular analysis. We present a deep learning approach aiming towards a truly general method …

[HTML][HTML] Syndecan-4 modulates cell polarity and migration by influencing centrosome positioning and intracellular calcium distribution

…, S Gyulai-Nagy, T Gajdos, Z Bartos, A Balind… - Frontiers in cell and …, 2020 - frontiersin.org
Efficient cell migration requires cellular polarization, which is characterized by the formation
of leading and trailing edges, appropriate positioning of the nucleus and reorientation of the …

[HTML][HTML] Dihydropyridine derivatives modulate heat shock responses and have a neuroprotective effect in a transgenic mouse model of Alzheimer's disease

Á Kasza, Á Hunya, Z Frank, F Fülöp… - Journal of …, 2016 - content.iospress.com
Heat shock proteins (Hsps) have chaperone activity and play a pivotal role in the homeostasis
of proteins by preventing misfolding, by clearing aggregated and damaged proteins from …

[HTML][HTML] Myoblast migration and directional persistence affected by syndecan-4-mediated tiam-1 expression and distribution

D Becsky, S Gyulai-Nagy, A Balind, P Horvath… - International Journal of …, 2020 - mdpi.com
Skeletal muscle is constantly renewed in response to injury, exercise, or muscle diseases.
Muscle stem cells, also known as satellite cells, are stimulated by local damage to proliferate …

A blind source separation technique using second-order statistics

A Belouchrani, K Abed-Meraim… - … on signal processing, 1997 - ieeexplore.ieee.org
… It has already been shown that blind identification is feasible based on spatial … blind
identification procedures based on eigendecomposition. In this paper, we introduce a blind

[HTML][HTML] The Combination of Single-Cell and Next-Generation Sequencing Can Reveal Mosaicism for BRCA2 Mutations and the Fine Molecular Details of …

A Gráf, MZ Enyedi, L Pintér, É Kriston-Pál, G Jaksa… - Cancers, 2021 - mdpi.com
Simple Summary Germline and somatic BRCA1/2 mutations may define therapeutic targets
and refine cancer treatment options. However, routine BRCA diagnostic approaches cannot …

Making a “completely blind” image quality analyzer

A Mittal, R Soundararajan… - IEEE Signal processing …, 2012 - ieeexplore.ieee.org
An important aim of research on the blind image quality assessment (IQA) problem is to
devise perceptual models that can predict the quality of distorted images with as little prior …