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Aleksandr Sinitca

@aleksandr

Leading Researcher · St. Petersburg Electrotechnical University "LETI"

PhD in Computer Science. I'm a researcher specializing in Artificial Intelligence and Machine Learning, with a dedicated focus on biomedical applications.

OpenAlex
publications
85
citations
842
h-index
13
Publications per year
1
0
8
3
11
11
20
12
7
12
20172026

Publications85

  1. A fuzzy rank-based ensemble of CNN models for classification of cervical cytology

    Article · Scientific Reports · with Dmitry Kaplun · PDF

    2032021

  2. Brain tumor image generation using an aggregation of GAN models with style transfer

    Article · Scientific Reports · with Dmitry Kaplun · PDF

    1062022

  3. An Ensemble of CNN Models for Parkinson’s Disease Detection Using DaTscan Images

    Article · Diagnostics · with Dmitry Kaplun · Open access

    872022

  4. A deep learning model for classifying human facial expressions from infrared thermal images

    Article · Scientific Reports · with Dmitry Kaplun · PDF

    562021

  5. Microstructural segmentation using a union of attention guided U-Net models with different color transformed images

    Article · Scientific Reports · with Dmitry Kaplun · PDF

    482023

  6. Computational Analysis of Movement Patterns of Dogs with ADHD-Like Behavior

    Article · Animals · with Dmitry Kaplun · PDF

    352019

  7. Automatic Animal Behavior Analysis: Opportunities for Combining Knowledge Representation with Machine Learning

    Talk · Procedia Computer Science · with Dmitry Kaplun · PDF

    282021

  8. 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

    Article · Frontiers in Neuroinformatics · with Dmitry Kaplun · Open access

    242023

  9. Analysis of Dogs’ Sleep Patterns Using Convolutional Neural Networks

    Talk · Lecture notes in computer science · with Dmitry Kaplun · PDF

    202019

  10. Objective Video-Based Assessment of ADHD-Like Canine Behavior Using Machine Learning

    Article · Animals · with Dmitry Kaplun · PDF

    182021

  11. Segmentation of patchy areas in biomedical images based on local edge density estimation

    Article · Biomedical Signal Processing and Control · with Dmitry Kaplun

    172022

  12. Reversal in the drought stress response of the Scots pine forest ecosystem: Local soil water regime as a key to improving climate change resilience

    Article · Heliyon · with Dmitry Kaplun · PDF

    162023

  13. Development of Classification Algorithms for the Detection of Postures Using Non-Marker-Based Motion Capture Systems

    Article · Applied Sciences · with Dmitry Kaplun · PDF

    142020

  14. Brightfield vs Fluorescent Staining Dataset–A Test Bed Image Set for Machine Learning based Virtual Staining

    Scientific Data · with Dmitry Kaplun · PDF

    132023

  15. 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

    Article · Frontiers in Environmental Science · with Dmitry Kaplun · PDF

    122023

  16. Isolated Sphenoid Sinusitis: Anatomical Features for Choosing a Method of Treatment, a Case-Control Study

    Article · Diagnostics · with Dmitry Kaplun · PDF

    122022

  17. Animal Health Informatics: Towards a Generic Framework for Automatic Behavior Analysis Position Paper

    Talk · International Joint Conference on Biomedical Engineering Systems and Technologies · with Dmitry Kaplun · Open access

    102019

  18. A fuzzy rank-based ensemble of CNN models for MRI segmentation

    Article · Biomedical Signal Processing and Control · with Dmitry Kaplun

    92024

  19. One Technique to Enhance the Resolution of Discrete Fourier Transform

    Article · Electronics · with Dmitry Kaplun · Open access

    92019

  20. Microscopy Image Dataset for Deep Learning-Based Quantitative Assessment of Pulmonary Vascular Changes

    Scientific Data · with Dmitry Kaplun · Open access

    82024

  21. Understanding the complex interplay of persistent and antipersistent regimes in animal movement trajectories as a prominent characteristic of their behavioral pattern profiles: Towards an automated and robust model based quantification of anxiety test data

    Article · Biomedical Signal Processing and Control · with Dmitry Kaplun

    82022

  22. Evaluation of shelter dog activity levels before and during COVID-19 using automated analysis

    Article · Applied Animal Behaviour Science · with Dmitry Kaplun · Open access

    82022

  23. Towards a Methodology for Data-Driven Automatic Analysis of Animal Behavioral Patterns

    Talk · International Conference on Animal-Computer Interaction · with Dmitry Kaplun

    82020

  24. Automatic Estimation of Dog Age: The DogAge Dataset and Challenge

    Talk · Lecture notes in computer science · with Dmitry Kaplun

    82019