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Sabina Umirzakova

45 works

Department of Computer Engineering, Gachon University Sujeong-Gu, Seongnam-Si, Gyeonggi-Do, 461-701, Republic of Korea

  1. Efficient image classification through collaborative knowledge distillation: A novel AlexNet modification approach

    Avazov Kuldashboy, Sabina Umirzakova, Sharofiddin Allaberdiev +3

    ArticleAdvanced Neural Network ApplicationsHeliyon202411 citations
    ABI

  2. Drone-Based Wildfire Detection with Multi-Sensor Integration

    Akmalbek Abdusalomov, Sabina Umirzakova, Makhkamov Bakhtiyor Shukhratovich +4

    ArticleFire Detection and Safety SystemsRemote Sensing20249 citations
    ABI

  3. Novel Video Surveillance-Based Fire and Smoke Classification Using Attentional Feature Map in Capsule Networks

    Shakhnoza Muksimova, Sabina Umirzakova, Sevara Mardieva +1

    ArticleFire Detection and Safety SystemsSensors20219 citations
    ABI

  4. Accessible AI Diagnostics and Lightweight Brain Tumor Detection on Medical Edge Devices

    Akmalbek Abdusalomov, Sanjar Mirzakhalilov, Sabina Umirzakova +4

    ArticleBrain Tumor Detection and ClassificationBioengineering20257 citations
    ABI

  5. A Hyper-Attentive Multimodal Transformer for Real-Time and Robust Facial Expression Recognition

    Zarnigor Tagmatova, Sabina Umirzakova, Alpamis Kutlimuratov +2

    ArticleEmotion and Mood RecognitionApplied Sciences20256 citations
    ABI

  6. Dynamic Focus on Tumor Boundaries: A Lightweight U-Net for MRI Brain Tumor Segmentation

    Kuldashboy Avazov, Sanjar Mirzakhalilov, Sabina Umirzakova +2

    ArticleBrain Tumor Detection and ClassificationBioengineering20245 citations
    ABI

  7. From Anatomy to Genomics Using a Multi-Task Deep Learning Approach for Comprehensive Glioma Profiling

    Akmalbek Abdusalomov, Sabina Umirzakova, Obidjon Bekmirzaev +6

    ArticleGlioma Diagnosis and TreatmentBioengineering20254 citations
    ABI

  8. Optimized Lightweight Architecture for Coronary Artery Disease Classification in Medical Imaging

    Akmalbek Abdusalomov, Sanjar Mirzakhalilov, Sabina Umirzakova +4

    ArticleRetinal Imaging and AnalysisDiagnostics20254 citations
    ABI

  9. A Human-Centric, Uncertainty-Aware Event-Fused AI Network for Robust Face Recognition in Adverse Conditions

    Akmalbek Abdusalomov, Sabina Umirzakova, Elbek Boymatov +6

    ArticleFace recognition and analysisApplied Sciences20254 citations
    ABI

  10. Advanced Object Detection for Maritime Fire Safety

    Fazliddin Makhmudov, Sabina Umirzakova, Alpamis Kutlimuratov +2

    ArticleFire Detection and Safety SystemsFire20244 citations
    ABI

  11. Cross-Modal Transformer-Based Streaming Dense Video Captioning with Neural ODE Temporal Localization

    Shakhnoza Muksimova, Sabina Umirzakova, Murodjon Sultanov +1

    ArticleMultimodal Machine Learning ApplicationsSensors20254 citations
    ABI

  12. MIRA-CAP: Memory-Integrated Retrieval-Augmented Captioning for State-of-the-Art Image and Video Captioning

    Sabina Umirzakova, Shakhnoza Muksimova, Sevara Mardieva +2

    ArticleMultimodal Machine Learning ApplicationsSensors20243 citations
    ABI

  13. Novelty Classification Model Use in Reinforcement Learning for Cervical Cancer

    Shakhnoza Muksimova, Sabina Umirzakova, Khusanboy Shoraimov +2

    ArticleAI in cancer detectionCancers20243 citations
    ABI

  14. A Hybrid Deep Learning Model for Early Forest Fire Detection

    Akhror Mamadmurodov, Sabina Umirzakova, Mekhriddin Rakhimov +6

    ArticleFire Detection and Safety SystemsForests20253 citations
    ABI

  15. Breaking New Ground in Monocular Depth Estimation with Dynamic Iterative Refinement and Scale Consistency

    Akmalbek Abdusalomov, Sabina Umirzakova, Makhkamov Bakhtiyor Shukhratovich +2

    ArticleAdvanced Vision and ImagingApplied Sciences20253 citations
    ABI

  16. A Multi-Scale Approach to Early Fire Detection in Smart Homes

    Akmalbek Abdusalomov, Sabina Umirzakova, Furkat Safarov +3

    ArticleFire Detection and Safety SystemsElectronics20243 citations
    ABI

  17. Lightweight Super-Resolution Techniques in Medical Imaging: Bridging Quality and Computational Efficiency

    Akmalbek Abdusalomov, Sanjar Mirzakhalilov, Zaripova Dilnoza +4

    ArticleAdvanced Image Processing TechniquesBioengineering20243 citations
    ABI

  18. Force Map-Enhanced Segmentation of a Lightweight Model for the Early Detection of Cervical Cancer

    Sabina Umirzakova, Shakhnoza Muksimova, Jushkin Baltayev +1

    ArticleAI in cancer detectionDiagnostics20252 citations
    ABI

  19. Lightweight UAV-Based System for Early Fire-Risk Identification in Wild Forests

    Akmalbek Abdusalomov, Sabina Umirzakova, Alpamis Kutlimuratov +6

    ArticleFire effects on ecosystemsFire20252 citations
    ABI

  20. Simplified Knowledge Distillation for Deep Neural Networks Bridging the Performance Gap with a Novel Teacher–Student Architecture

    Sabina Umirzakova, Mirjamol Abdullaev, Sevara Mardieva +2

    ArticleOnline Learning and AnalyticsElectronics20242 citations
    ABI

  21. AI-Driven UAV Surveillance for Agricultural Fire Safety

    Akmalbek Abdusalomov, Sabina Umirzakova, Komil Tashev +6

    ArticleFire Detection and Safety SystemsFire20252 citations
    ABI

  22. Lightweight Deep Learning Model for Fire Classification in Tunnels

    Shakhnoza Muksimova, Sabina Umirzakova, Jushkin Baltayev +1

    ArticleFire Detection and Safety SystemsFire20252 citations
    ABI

  23. Bridging the Gap Between Accuracy and Efficiency in AI-Based Breast Cancer Diagnosis from Histopathological Data

    Kuldashbay Avazov, Sabina Umirzakova, Akmalbek Abdusalomov +6

    ArticleAI in cancer detectionCancers20252 citations
    ABI

  24. Revolutionizing Wildfire Detection Through UAV-Driven Fire Monitoring with a Transformer-Based Approach

    Shakhnoza Muksimova, Sabina Umirzakova, Sevara Mardieva +2

    ArticleFire Detection and Safety SystemsFire20241 citations
    ABI

  25. A lightweight attention-driven YOLOv5m model for improved brain tumor detection

    Shakhnoza Muksimova, Sabina Umirzakova, Sevara Mardieva +3

    ArticleBrain Tumor Detection and ClassificationComputers in Biology and Medicine20251 citations
    ABI