Search Results - "Sinitca, Aleksandr"

A fuzzy rank-based ensemble of CNN models for classification of cervical cytology by Manna, Ankur, Kundu, Rohit, Kaplun, Dmitrii, Sinitca, Aleksandr, Sarkar, Ram

“…Cervical cancer affects more than 0.5 million women annually causing more than 0.3 million deaths. Detection of cancer in its early stages is of prime…”
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Brain tumor image generation using an aggregation of GAN models with style transfer by Mukherkjee, Debadyuti, Saha, Pritam, Kaplun, Dmitry, Sinitca, Aleksandr, Sarkar, Ram

“…In the recent past, deep learning-based models have achieved tremendous success in computer vision-related tasks with the help of large-scale annotated…”
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A deep learning model for classifying human facial expressions from infrared thermal images by Bhattacharyya, Ankan, Chatterjee, Somnath, Sen, Shibaprasad, Sinitca, Aleksandr, Kaplun, Dmitrii, Sarkar, Ram

“…The analysis of human facial expressions from the thermal images captured by the Infrared Thermal Imaging (IRTI) cameras has recently gained importance…”
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Microstructural segmentation using a union of attention guided U-Net models with different color transformed images by Biswas, Momojit, Pramanik, Rishav, Sen, Shibaprasad, Sinitca, Aleksandr, Kaplun, Dmitry, Sarkar, Ram

“…Metallographic images or often called the microstructures contain important information about metals, such as strength, toughness, ductility, corrosion…”
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Development of a mobile-based intelligent module for identification and tracking of household appliances by Kaplun, Dmitrii, Shpakovskaya, Irina, Sinitca, Aleksandr, Efimenko, George, Alqahtani, Malak S., Ghoniem, Rania M., Abbas, Mohamed, Soufiene, Ben Othman, Romanov, Sergey

“…Every year manufacturers of household appliances improve their devices, trying to make everyday life easier for users. New smart devices have many useful…”
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An Ensemble of CNN Models for Parkinson's Disease Detection Using DaTscan Images by Kurmi, Ankit, Biswas, Shreya, Sen, Shibaprasad, Sinitca, Aleksandr, Kaplun, Dmitrii, Sarkar, Ram

“…Parkinson's Disease (PD) is a progressive central nervous system disorder that is caused due to the neural degeneration mainly in the substantia nigra in the…”
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Brightfield vs Fluorescent Staining Dataset–A Test Bed Image Set for Machine Learning based Virtual Staining by Trizna, Elena Y., Sinitca, Aleksandr M., Lyanova, Asya I., Baidamshina, Diana R., Zelenikhin, Pavel V., Kaplun, Dmitrii I., Kayumov, Airat R., Bogachev, Mikhail I.

“…Differential fluorescent staining is an effective tool widely adopted for the visualization, segmentation and quantification of cells and cellular…”
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Microscopy Image Dataset for Deep Learning-Based Quantitative Assessment of Pulmonary Vascular Changes by Sinitca, Aleksandr M., Lyanova, Asya I., Kaplun, Dmitrii I., Hassan, Hassan, Krasichkov, Alexander S., Sanarova, Kseniia E., Shilenko, Leonid A., Sidorova, Elizaveta E., Akhmetova, Anna A., Vaulina, Dariya D., Karpov, Andrei A.

“…Pulmonary hypertension (PH) is a syndrome complex that accompanies a number of diseases of different etiologies, associated with basic mechanisms of structural…”
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Objective Video-Based Assessment of ADHD-Like Canine Behavior Using Machine Learning by Fux, Asaf, Zamansky, Anna, Bleuer-Elsner, Stephane, van der Linden, Dirk, Sinitca, Aleksandr, Romanov, Sergey, Kaplun, Dmitrii

“…Canine ADHD-like behavior is a behavioral problem that often compromises dogs’ well-being, as well as the quality of life of their owners; early diagnosis and…”
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Video-based marker-free tracking and multi-scale analysis of mouse locomotor activity and behavioral aspects in an open field arena: A perspective approach to the quantification of complex gait disturbances associated with Alzheimer's disease by Bogachev, Mikhail, Sinitca, Aleksandr, Grigarevichius, Konstantin, Pyko, Nikita, Lyanova, Asya, Tsygankova, Margarita, Davletshin, Eldar, Petrov, Konstantin, Ageeva, Tatyana, Pyko, Svetlana, Kaplun, Dmitrii, Kayumov, Airat, Mukhamedshina, Yana

“…Complex gait disturbances represent one of the prominent manifestations of various neurophysiological conditions, including widespread neurodegenerative…”
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Reversal in the drought stress response of the Scots pine forest ecosystem: Local soil water regime as a key to improving climate change resilience by Bogachev, Mikhail I., Gafurov, Artur M., Iskandirov, Pavel Y., Kaplun, Dmitrii I., Kayumov, Airat R., Lyanova, Asya I., Pyko, Nikita S., Pyko, Svetlana A., Safonova, Anastasiia N., Sinitca, Aleksandr M., Usmanov, Bulat M., Tishin, Denis V.

“…In a changing climate, forest ecosystems have become increasingly vulnerable to continuously exacerbating heat and associated drought conditions. Climate…”
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Isolated Sphenoid Sinusitis: Anatomical Features for Choosing a Method of Treatment, a Case-Control Study by Karpishchenko, Sergei, Vereshchagina, Olga, Stancheva, Olga, Nagornykh, Tatiana, Krasichkov, Alexander, Serdiukova, Irina, Sinitca, Aleksandr, Kaplun, Dmitry

“…Isolated sphenoid sinusitis (ISS) is a group of pathologies characterized by inflammation in one or both sphenoid sinuses. The gold standard for analyzing and…”
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The impact of Grey Heron (Ardea cinerea L.) colony on soil biogeochemistry and vegetation: a natural long-term in situ experiment in a planted pine forest by Bogachev, Mikhail I., Tishin, Denis V., Gafurov, Artur M., Gareev, Bulat I., Imaev, Rasul G., Kaplun, Dmitrii I., Markelova, Maria I., Pyko, Nikita S., Pyko, Svetlana A., Romanova, Valeria A., Safonova, Anastasiia N., Sinitca, Aleksandr M., Usmanov, Bulat M., Kayumov, Airat R.

“…Increased anthropogenic pressure including intensification of agricultural activities leads to long-term decline of natural biotopes, with planted forests…”
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Development of Classification Algorithms for the Detection of Postures Using Non-Marker-Based Motion Capture Systems by Klishkovskaia, Tatiana, Aksenov, Andrey, Sinitca, Aleksandr, Zamansky, Anna, Markelov, Oleg A, Kaplun, Dmitry

“…The rapid development of algorithms for skeletal postural detection with relatively inexpensive contactless systems and cameras opens up the possibility of…”
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Comparison of Data Clustering Methods in the Gas Transportation System by Petrova, Aigul K., Sinitca, Aleksandr M.

“…The article discusses approaches to solving the urgent problem of increasing the efficiency of process control in the gas transmission system. To identify…”
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Combined Use of a Bilateral and Median Filter to Suppress Gaussian Noise in Images by Baboshina, Valentina A., Orazaev, Anzor R., Shalugin, Evgeniy D., Sinitca, Aleksandr M.

“…The paper is devoted to the problem of processing images with Gaussian noise. The method proposes a new way of denoising. This algorithm can effectively clean…”
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Efficient Probabilistic Filtering of Data Subject to Channel Noise Under Local Pooling Conditions by Lyakhov, Pavel A., Kalita, Diana I., Sinitca, Aleksandr M., Voznesensky, Alexander S.

“…The widespread use of wireless sensor networks has led to the solution of one of the important problems associated with assessing their state in conditions of…”
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Animal Movement Pattern Model Identification based on Detrended Fluctuation Analysis by Lyanova, Asya I., Grigarevichius, Konstantin R., Sinitca, Aleksandr M., Kaplun, Dmitry I., Sysoev, Yuri I., Bogachev, Mikhail I.

“…We propose an original approach to the analysis of animal movement patterns in an open field test. In our approach, the characteristic movement patterns are…”
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Mathematical Model and Control System for a Linear DC Motor by Spitsyn, Ivan Yu, Sinitca, Aleksandr M., Gulvanskii, Vjacheslav V., Perevertailo, Dmitrij A., Volkov, Aleksej V.

“…The report examines the applied aspects of the application of interdisciplinary knowledge in the context of the development and analysis of a model of a…”
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Mobile Application-based Approach for the Measuring of Internal Nasal Structures by Stancheva, Olga A., Gindryuk, Aida F., Kaplun, Dmitrii I., Sinitca, Aleksandr M., Efimenko, Georgii A., Tselobanov, Nikita

“…The internal nasal valve (INV) is one of the main causes of the nasal airflow obstruction. Minor changes in the cross-sectional area of the nasal valve region…”
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