Search Results - "Dolganov, Anton"

Optimal Combination of Mother Wavelet and AI Model for Precise Classification of Pediatric Electroretinogram Signals by Kulyabin, Mikhail, Zhdanov, Aleksei, Dolganov, Anton, Maier, Andreas

“…The continuous advancements in healthcare technology have empowered the discovery, diagnosis, and prediction of diseases, revolutionizing the field. Artificial…”
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Enhancing Electroretinogram Classification with Multi-Wavelet Analysis and Visual Transformer by Kulyabin, Mikhail, Zhdanov, Aleksei, Dolganov, Anton, Ronkin, Mikhail, Borisov, Vasilii, Maier, Andreas

“…The electroretinogram (ERG) is a clinical test that records the retina’s electrical response to light. Analysis of the ERG signal offers a promising way to…”
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Advanced Analysis of Electroretinograms Based on Wavelet Scalogram Processing by Zhdanov, Aleksei, Dolganov, Anton, Zanca, Dario, Borisov, Vasilii, Ronkin, Mikhail

“…The electroretinography (ERG) is a diagnostic test that measures the electrical activity of the retina in response to a light stimulus. The current ERG signal…”
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OculusGraphy: Signal Analysis of the Electroretinogram in a Rabbit Model of Endophthalmitis Using Discrete and Continuous Wavelet Transforms by Zhdanov, Aleksei, Constable, Paul, Manjur, Sultan Mohammad, Dolganov, Anton, Posada-Quintero, Hugo F, Lizunov, Aleksander

“…The electroretinogram is a clinical test used to assess the function of the photoreceptors and retinal circuits of various cells in the eye, with the recorded…”
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Electroretinogram Analysis Using a Short-Time Fourier Transform and Machine Learning Techniques by Albasu, Faisal, Kulyabin, Mikhail, Zhdanov, Aleksei, Dolganov, Anton, Ronkin, Mikhail, Borisov, Vasilii, Dorosinsky, Leonid, Constable, Paul A, Al-Masni, Mohammed A, Maier, Andreas

“…Electroretinography (ERG) is a non-invasive method of assessing retinal function by recording the retina's response to a brief flash of light. This study…”
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Comparison of Machine Learning Methods for the Arterial Hypertension Diagnostics by Gamboa, Hugo, Belo, David, Dolganov, Anton Yu, Kublanov, Vladimir S.

“…The paper presents results of machine learning approach accuracy applied analysis of cardiac activity. The study evaluates the diagnostics possibilities of the…”
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Development of a decision support system for neuro-electrostimulation: Diagnosing disorders of the cardiovascular system and evaluation of the treatment efficiency by Kublanov, Vladimir, Dolganov, Anton

“…The study describes a preliminary stage of the decision support system development for physician performing neuro-electrostimulation of neck neural formations…”
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Elastic Water Hammer Effect in Arterial Network: Origin of the Tidal and the Dicrotic Wave in Blood Pressure Waveforms by Evdochim, Lucian, Zhdanov, Aleksei E., Dolganov, Anton Yu, Dobrescu, Lidia, Dobrescu, Dragos

“…Arterial blood pressure (ABP) and photoplethysmography (PPG) signals are extensively utilized in this domain to explore new biological markers for improved…”
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Eye-Tracking Pilot Software Description by Chistiakov, Sergey N., Dolganov, Anton Yu, Zhdanov, Aleksei, Shurupova, Marina A., Aizenshtein, Alina D., Ivanova, Galina

“…The processing of eye-tracking signals could be relevant in multiple fields. The report presents a description of pilot software for eye-tracking analysis…”
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Applying the Eye-Tracking Method for the Classification of Neurological Disorders, Mental Diseases, and Speech Impairments Based on Machine Learning: an Overview by Shurupova, Marina A., Aizenshtein, Alina D., Chistiakov, Sergey N., Dolganov, Anton Yu, Zhdanov, Aleksei, Ivanova, Galina E.

“…Eye tracking is a non-invasive technology that facilitates the real-time monitoring of eye movements. It offers insights into visual behavior and cognitive…”
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OculusGraphy: Description and Time Domain Analysis of Full-Field Electroretinograms Database by Albasu, Faisal B., Dey, Subhankar, Dolganov, Anton Yu, Hamzaoui, Oussama EL, Mustafa, Wisam M., Zhdanov, Aleksei E.

“…Electroretinography is an established electrophysiological technique for clinical investigation of visual health function. The test involves the non-invasive…”
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Application of Neural Networks in the Problem of Indirect Estimation of Blood Pressure According to the Heart Rate Variability Features by Dolganov, Anton

“…The article presented the results of testing the hypothesis that it was possible to predict blood pressure using the significant features of heart rate…”
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Sport Activity Classification Using Interlaced Multivariate Time Series Signals by Matarmaa, Jarno, Dolganov, Anton

“…This study investigates performance of Time Series Classification (TSC) models in non-laboratory conditions created dataset which contains sport activities in…”
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Application of the Evolutionary Programming for Indirect Evaluation of Blood Pressure based on Heart Rate Variability Parameters by Dolganov, Anton

“…The article presents results of testing the hypothesis that it is possible to predicting the blood pressure using features of the heart rate variability. The…”
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Indirect Measurement of Arterial Pressure by Means of Heart Rate Variability Signals by Dolganov, Anton

“…The article tests possibility of the indirect arterial pressure measurement by means of heart rate variability features. DEAP computational network was used as…”
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Explaining of Transformer-based Models for Vulnerable Function Detection by Rusinova, Zalina, Chernyshov, Yury, Dolganov, Anton

“…In recent years, many solutions have been proposed to automatically search for potential bugs and security threats in software. Machine learning and deep…”
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Influence of the Neuro-electrostimulation of the Sympathetic Nervous System on the Electrodermal Activity of the Skin: Case-Study by Pomosova, Anna, Dolganov, Anton

“…The aim of this work was to characterize the effect of correction of activity of the sympathetic nervous system (neuro-electrostimulation) on the electrodermal…”
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Overview of Functional Near-Infrared Spectroscopy Application Opportunities for Functional Diagnostics and Cognitive Assessment Tasks by Siritsa, Veronika, Dolganov, Anton

“…The article presents overview of the functional near-infrared spectroscopy (fNIRS) application for task related to the functional diagnostics and cognitive…”
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On Some Posibilities of the Specificity Evaluation for the Expressing Parameters of Heart Rate Variability in Task of the Arterial Hypertension Diagnosing by Dolganov, Anton, Kublanov, Vladimir

“…In report ongoing research of the arterial hypertension diagnostics using heart rate variability signals parameters is presented. The article describes a…”
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Presentation of the Indicative Factors of Heart Rate Variability for Hypertension Swift-diagnostics by Dolganov, Anton, Kublanov, Vladimir

“…The paper describes a visualization methodology of the indicative factors of the short-term heart rate variability for the arterial hypertension…”
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