Network Anomaly Detection With Temporal Convolutional Network and U-Net Model. - Anzhelika Mezina; Radim Burget; Carlos M. Travieso-González (IEEE Access, 2021)

Obfuscated malware detection using dilated convolutional network. - Anzhelika Mezina; Radim Burget (ICUMT, 2022)

Deep Learning-based Classification of Viruses Using Transmission Electron Microscopy Images. - Mohd Mohsin Ali; Rakesh Chandra Joshi; Malay Kishore Dutta; Radim Burget; Anzhelika Mezina (TSP, 2022)

CovidStopHospital: e-Health Service for X-Ray-Based COVID-19 Classification and Radiologist-Assisted Dataset Creation. - Vojtech Myska; Anzhelika Mezina; Petr Vanek; Radim Burget; Samuel Genzor; Jan Mizera; Michal Stybnar; Martin Kiac; Jakub Frolka (ICUMT, 2023)

DMRBNet: Dilated Multi-Scale Residual Block-Based Deep Network for Detection of Breast Cancer from MRI Images. - Himanshi Sinha; Karnati Mohan; Garmia Aggarwal; Malay Kishore Dutta; Anzhelika Mezina; Radim Burget (ICUMT, 2023)

Attention-Based VGG-Residual-Inception Module for EEG-Based Depression Detection. - Gautam Verma; Karnati Mohan; Malay Kishore Dutta; Vojtech Myska; Anzhelika Mezina (ICUMT, 2023)

On Applicability of Imagery-Based CNN to Computational Offloading Location Selection. - Aleksandr Ometov; Anzhelika Mezina; Jari Nurmi (IEEE Access, 2023)

Detecting Smart Contract Vulnerabilities with Combined Binary and Multiclass Classification. - Anzhelika Mezina; Aleksandr Ometov (Cryptogr., 2023)

Reinterpreting Usability of Semantic Segmentation Approach for Darknet Traffic Analysis. - Anzhelika Mezina; Radim Burget; Aleksandr Ometov (Comput. Networks, 2024)

Detection of post-COVID-19-related pulmonary diseases in X-ray images using Vision Transformer-based neural network. - Anzhelika Mezina; Radim Burget (Biomed. Signal Process. Control., 2024)

Novel Hybrid UNet++ and LSTM Model for Enhanced Attack Detection and Classification in IoMT Traffic. - Anzhelika Mezina; Jari Nurmi; Aleksandr Ometov (IEEE Access, 2025)

xU-NetFullSharp: The Novel Deep Learning Architecture for Chest X-ray Bone Shadow Suppression. - Vojtech Schiller; Radim Burget; Samuel Genzor; Jan Mizera; Anzhelika Mezina (Biomed. Signal Process. Control., 2025)

Enhancing Extended Reality Assisted Surgery through a Field-of-View Video Delivery Optimization. - Daria Alekseeva; Anzhelika Mezina; Radim Burget; Otso Arponen; Elena Simona Lohan; Aleksandr Ometov (Comput. Networks, 2025)

Stress and Emotion Open Access Data: A Review on Datasets, Modalities, Methods, Challenges, and Future Research Perspectives. - Aleksandr Ometov; Anzhelika Mezina; Hsiao-Chun Lin; Otso Arponen; Radim Burget; Jari Nurmi (J. Heal. Informatics Res., 2025)