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Anzhelika Mezina

Observed name: Mezina, Anzhelika
ORCID: 0000-0001-8965-6193
Observed ORCID: 0000-0001-8965-6193
OpenAlex ID: A5006353589
Network Anomaly Detection With Temporal Convolutional Network and U-Net Model
2021 · Anzhelika Mezina, Radim Burget, et al. · IEEE Access · 71
Obfuscated malware detection using dilated convolutional network
2022 · Anzhelika Mezina, Radim Burget · International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT) · 66
Detection of post-COVID-19-related pulmonary diseases in X-ray images using Vision Transformer-based neural network
2023 · Anzhelika Mezina, Radim Burget · Biomedical Signal Processing and Control · 50
Stress and Emotion Open Access Data: A Review on Datasets, Modalities, Methods, Challenges, and Future Research Perspectives
2025 · Aleksandr Ometov, Anzhelika Mezina, et al. · Journal of Healthcare Informatics Research · 25
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Novel Hybrid UNet++ and LSTM Model for Enhanced Attack Detection and Classification in IoMT Traffic
2025 · Anzhelika Mezina, Jari Nurmi, et al. · IEEE Access · 18
EnsArtNet: Ensemble neural network architecture for identifying art styles from paintings
2025 · Anzhelika Mezina, Radim Burget · Journal of Cultural Heritage · 14
Deep Learning-based Classification of Viruses Using Transmission Electron Microscopy Images
2022 · Mohd Mohsin Ali, Rakesh Chandra Joshi, et al. · International Conference on Telecommunications and Signal Processing (TSP) · 13
Detecting Smart Contract Vulnerabilities with Combined Binary and Multiclass Classification
2023 · Anzhelika Mezina, Aleksandr Ometov · Cryptography · 12
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A deep learning approach for anomaly detection in X-ray images of paintings
2025 · Anzhelika Mezina, Radim Burget, et al. · npj Heritage Science · 9
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xU-NetFullSharp: The Novel Deep Learning Architecture for Chest X-ray Bone Shadow Suppression
2024 · Vojtech Schiller, Radim Burget, et al. · Biomedical Signal Processing and Control · 7
Reinterpreting Usability of Semantic Segmentation Approach for Darknet Traffic Analysis
2024 · Anzhelika Mezina, Radim Burget, et al. · Computer Networks · 7
Multi-Frame Labeled Faces Database: Towards Face Super-Resolution from Realistic Video Sequences
2020 · Martin Rajnoha, Anzhelika Mezina, et al. · Applied Sciences · 7
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On Applicability of Imagery-Based CNN to Computational Offloading Location Selection
2022 · Aleksandr Ometov, Anzhelika Mezina, et al. · IEEE Access · 6
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Artificial-Intelligence-Driven Algorithms for Predicting Response to Corticosteroid Treatment in Patients with Post-Acute COVID-19
2023 · Vojtech Myska, Samuel Genzor, et al. · Diagnostics · 5
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Corticosteroid treatment prediction using chest X-ray and clinical data
2023 · Anzhelika Mezina, Samuel Genzor, et al. · Computational and Structural Biotechnology Journal · 4
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Attention-Based VGG-Residual-Inception Module for EEG-Based Depression Detection
2023 · Gautam Verma, Mohan Karnati, et al. · International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT) · 4
On the Resilience of Secure Remote-Access VPN Solutions: A System-Level Evaluation of WireGuard, OpenVPN and IPsec (strongSwan)
2026 · Rene Forsung, Rustam Pirmagomedov, et al. · Cryptography · 1
Open Dataset of Network Measurements for WireGuard, OpenVPN, and IPsec (strongSwan) VPN Solutions
2026 · Forsung, Rene, Pirmagomedov, Rustam, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
EMAN: Efficient feature modulation and aggregation network for defect classification in industrial images
2026 · Vojtech Schiller, Anzhelika Mezina, et al. · Image and Vision Computing · 1
DMRBNet: Dilated Multi-Scale Residual Block-Based Deep Network for Detection of Breast Cancer from MRI Images
2023 · Himanshi Sinha, Mohan Karnati, et al. · International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT) · 1
CovidStopHospital: e-Health Service for X-Ray-Based COVID-19 Classification and Radiologist-Assisted Dataset Creation
2023 · Vojtech Myska, Anzhelika Mezina, et al. · International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT) · 1
SegWeldCT: The novel dataset of 3D CT scans with defective welds
2026 · Vojtech Schiller, Anzhelika Mezina, et al. · Measurement
VPNBench: An Open Dataset for Evaluating WireGuard, OpenVPN, and strongSwan/IPsec Under Realistic Remote-Access Conditions
2026 · Rene Forsung, Rustam Pirmagomedov, et al. · Data
SegWeldCT: A Dataset of High-Resolution 3D Computed Tomography Scans of Welded Joints
2026 · Mezina, Anzhelika, Schiller, Vojtěch, et al. · Zenodo (CERN European Organization for Nuclear Research)
Multi-task deep learning for battery cell CT quality inspection: A proof-of-concept with synthetic defect benchmarks
2026 · Anzhelika Mezina, Radim Burget · Results in Engineering
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Works count: 44
Citation count: 324
H-index: 9
I10-index: 8
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