19 research outputs found

    American Hand Sign Recognition in Video Streams

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    Convolutional Neural Networks for automatic image colorization

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    Detecting pedestrians in surveillance videos based on Convolutional Neural Network and Motion

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    A robust, real-time pedestrian detector for video surveillance

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    LHI-tree: An efficient disk-based image search application

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    No-reference video quality assessment via pretrained CNN and LSTM networks

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    A comparative study of about how image quality influences convolutional neural networks

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    ROLE OF NANOVESICLES IN THE DEVELOPMENT OF PERITONEAL FIBROSIS DURING PERITONEAL DIALYSIS

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    Background: Nanovesicles (NVs) have significant therapeutic potential. They can protect against myocardial infarction, acute kidney injury or liver fibrosis as well. In 2017 Pearson et al successfully isolated extracellular vesicles from dialysis effluents (PDE) of PD patients, however their impact on the development of peritoneal fibrosis during PD remained unclear. Our aim was to determine, whether NVs isolated from PDE can affect/alter progression of peritoneal fibrosis. Methods: Three hundred ml of PDE have been collected from PD patients. NVs were isolated by different ways (ultrafiltration with MWCO filters or size exclusion chromatography) to obtain the most homogenous/concentrated NV fractions. NVs were analysed by dynamic light scattering (DLS) and Fourier transform infrared spectroscopy (FTIR). NRK-49F fibroblast cell line was treated with PDE derived NVs and their effect on the endogenous as well as platelet derived growth factor (PDGF) induced proliferation of this fibroblast cell line were measured by MTT test after 24h. Results: The average size and size distribution of NVs was about 80 [40-150] nm (DLS). FTIR analyses revealed that protein and lipid content and protein to lipid ratio of PDE derived NVs was typical for this type of extracellular vesicles. Incubation of NRK-49F with PDE derived NVs significantly reduced both the endogenous and PDGF induced proliferation rate of these fibroblast cells. Conclusion: NVs isolated from dialysis effluents of PD patients may inhibit peritoneal fibrosis contributing to the preservation of the peritoneal membrane structure. However, future in vivo and in vitro experiments are required for testing their therapeutic potential in PD and their impact as potential biomarker. This project was supported by ÚNKP-17- 4-IV- SE-60 New National Excellence Program of the Ministry of Human Capacities and by the János Bolyai Research Scholarship of the Hungarian Academy of Science
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