Search Results - "Samorodov, Andrey"

Recognition of Genetic Diseases Based on Combined Feature Extraction from 2D Face Images by Kumov, Vyacheslav, Samorodov, Andrey

“…Screening patients with genetic diseases using automated facial image analysis is an urgent task. A method for recognizing genetic syndromes from a frontal…”
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Comparative Study of Data Augmentation Strategies for White Blood Cells Classification by Kolokolnikov, George, Samorodov, Andrey

“…The paper is devoted to the study of strategies that can be applied to unbalanced data in solving the task of classifying white blood cells. The main goal of…”
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Diagnostic Accuracy of AI for Opportunistic Screening of Abdominal Aortic Aneurysm in CT: A Systematic Review and Narrative Synthesis by Kodenko, Maria R, Vasilev, Yuriy A, Vladzymyrskyy, Anton V, Omelyanskaya, Olga V, Leonov, Denis V, Blokhin, Ivan A, Novik, Vladimir P, Kulberg, Nicholas S, Samorodov, Andrey V, Mokienko, Olesya A, Reshetnikov, Roman V

“…In this review, we focused on the applicability of artificial intelligence (AI) for opportunistic abdominal aortic aneurysm (AAA) detection in computed…”
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Different Approaches for Automatic Nucleus Image Segmentation in Fluorescent in situ Hybridization (FISH) Analysis for HER2 Status Assesment by Makhov, Denis, Samorodov, Andrey, Slavnova, Elena

“…According to American Cancer Society breast cancer is the most common cancer type in women. For most effective treatment choice and patients' state of health…”
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Facial Emotional Expression Assessment in Parkinson's Disease by Automated Algorithm Based on Action Units by Moshkova, Anastasia, Samorodov, Andrey, Voinova, Natalia, Volkov, Alexander, Ivanova, Ekaterina, Fedotova, Ekaterina

“…This work is devoted to the study of expression and interpretation of six basic emotions: anger, disgust, fear, happiness, sadness, surprise in patients with…”
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Studying Facial Activity in Parkinson's Disease Patients Using an Automated Method and Video Recording by Moshkova, Anastasia, Samorodov, Andrey, Voinova, Natalia, Volkov, Alexander, Ivanova, Ekaterina, Fedotova, Ekaterina

“…Main objective of this research is studying facial activity of Parkinson's disease (PD) patients using an automated method for assessing facial movements based…”
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Diffuse Reflectance Spectroscopy of the Oral Mucosa: In Vivo Experimental Validation of the Precancerous Lesions Early Detection Possibility by Kolpakov, Alexander V, Moshkova, Anastasia A, Melikhova, Ekaterina V, Sokolova, Diana Yu, Muravskaya, Natalia P, Samorodov, Andrey V, Kopaneva, Nina O, Lukina, Galina I, Abramova, Marina Ya, Mamatsashvili, Veta G, Parshkov, Vadim V

“…This article is devoted to the experimental validation of the possibility of early detection of precancerous lesions in the oral mucosa in vivo using diffuse…”
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Parkinson's Disease Detection by Using Machine Learning Algorithms and Hand Movement Signal from LeapMotion Sensor by Moshkova, Anastasia, Samorodov, Andrey, Voinova, Natalia, Volkov, Alexander, Ivanova, Ekaterina, Fedotova, Ekaterina

“…This work is devoted to the detection of Parkinson's disease (PD) by the kinematic parameters of hand movements using machine learning methods. Hand movements…”
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A small-molecule compound belonging to a class of 2,4-disubstituted 1,3,4-thiadiazine-5-ones inhibits intracellular growth and persistence of Chlamydia trachomatis by Zigangirova, Naylia A, Kost, Elena A, Didenko, Lubov V, Kapotina, Lydia N, Zayakin, Egor S, Luyksaar, Sergei I, Morgunova, Elena Y, Fedina, Elena D, Artyukhova, Olga A, Samorodov, Andrey V, Kobets, Natalya V

“…Chlamydia trachomatis is one of the most common sexually transmitted pathogens in the world and often causes chronic inflammatory diseases that are insensitive…”
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Hand Movement Kinematic Parameters Assessment for Parkinson's Disease Patients by Moshkova, Anastasia A., Samorodov, Andrey V., Voinova, Natalia A., Ivanova, Ekaterina O., Fedotova, Ekaterina Y.

“…This work has been devoted for evaluating hand movement activity kinematic parameters of Parkinson's disease patients. Movement signals have been recorded for…”
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Study of the Algorithm for Assessing a Person's Emotional State by a Face Image Using Actions Units by Moshkova, Anastasia A., Samorodov, Andrey V.

“…The paper is devoted to the study of algorithm for basic emotions (fear, happiness, anger, sadness, disgust, surprise) recognition from a single face image in…”
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Application of Deep Learning Methods for Automation of Leukocyte Microscopy by Tsykunov, Dmitriy V., Kolokolnikov, George A., Samorodov, Andrey V.

“…Hematology is data-rich discipline and at the same time the hematological data are complex and often difficult to understand. Using deep learning methods, it…”
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Development of Neural Network-based Autofocusing Module of Digital Microscopy System for Cytology by Kolokolnikov, George A., Seryogin, Gennady E., Samorodov, Andrey V.

“…Autofocus is a key function of any microscopy system. Performance of the entire system depends on the autofocus time consumption. The paper is devoted to…”
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Comparative Analysis of Face ROI Outline Algorithms for Contactless Heart Rate Measurement Under Different Registration Conditions by Semchuk Ivan, Zlobin Konstantin, Muravskaya Natalia, Samorodov Andrey

“…Contactless heart rate measurement techniques can be applied in medical and biometrical tasks such as vital signs measurement and vitality detection. Incorrect…”
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The Error Evaluation of the Amplitude of Finger Tapping and Pronation/Supination of the Palm Exercises Recorded by Leap Motion by Moshkova, Anastasia, Bukin, Vladislav, Samorodov, Andrey

“…The stands have been prepared for assessing the error in determining the amplitude of movements by the Leap Motion sensor based on motion signals when…”
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High Accuracy Discrimination of Parkinson's Disease from Healthy Controls by Hand Movements Analysis Using LeapMotion Sensor and 1D Convolutional Neural Network by Moshkova, Anastasia, Samorodov, Andrey, Ivanova, Ekaterina, Fedotova, Ekaterina

“…This study is devoted to the detection of hand motor impairment in Parkinson's disease (PD) using ID convolutional neural network (CNN). The data were obtained…”
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Automatization of HER2 Status Assessment in Breast Cancer by Makhov, Denis, Samorodov, Andrey, Slavnova, Elena

“…Today, during immunocytochemical (ICH) studies for the differential diagnosis of breast cancer (BC), the degree of oncoprotein expression is assessed visually…”
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Contrast-agent-induced deterministic component of CT-density in the abdominal aorta during routine angiography: proof of concept study by Kodenko, Maria R, Vasilev, Yuriy A, Kulberg, Nicholas S, Samorodov, Andrey V, Vladzimirskyy, Anton V, Omelyanskaya, Olga V, Reshetnikov, Roman V

“…Background and objective: CTA is a gold standard of preoperative diagnosis of abdominal aorta and typically used for geometric-only characteristic extraction…”
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Convolutional neural network application for cells segmentation in immunocytochemical study by Parpulov, Dmitry, Samorodov, Andrey, Makhov, Denis, Slavnova, Elena, Volchenko, Nadezhda, Iglovikov, Vladimir

“…HER2/neu status of breast cancer is important for treatment strategy choice, but nowadays it is evaluated manually by pathologist. The automation of this…”
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