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Sabina Umirzakova

45 works

Department of Computer Engineering, Gachon University, Seongnam 13120, Republic of Korea

  1. Lightweight Deep Learning Framework for Accurate Detection of Sports-Related Bone Fractures

    Akmalbek Abdusalomov, Sanjar Mirzakhalilov, Sabina Umirzakova +4

    ArticleRadiomics and Machine Learning in Medical ImagingDiagnostics20251 citations
    ABI

  2. Real-Time Object Detector for Medical Diagnostics (RTMDet): A High-Performance Deep Learning Model for Brain Tumor Diagnosis

    Sanjar Bakhtiyorov, Sabina Umirzakova, Musabek Musaev +2

    ArticleBrain Tumor Detection and ClassificationBioengineering20251 citations
    ABI

  3. Lightweight Fire Detection in Tunnel Environments

    Shakhnoza Muksimova, Sabina Umirzakova, Dilnoza Abduxalikovna Babaraximova +1

    ArticleFire Detection and Safety SystemsFire20251 citations
    ABI

  4. Lightweight Transformer with Adaptive Rotational Convolutions for Aerial Object Detection

    Sabina Umirzakova, Shakhnoza Muksimova, Abrayeva Mahliyo Olimjon Qizi +1

    ArticleInfrared Target Detection MethodologiesApplied Sciences20251 citations
    ABI

  5. Optimizing Fire Scene Analysis: Hybrid Convolutional Neural Network Model Leveraging Multiscale Feature and Attention Mechanisms

    Shakhnoza Muksimova, Sabina Umirzakova, Mirjamol Abdullaev +1

    ArticleFire Detection and Safety SystemsFire20241 citations
    ABI

  6. AI-Driven Boost in Detection Accuracy for Agricultural Fire Monitoring

    Akmalbek Abdusalomov, Sabina Umirzakova, Komil Tashev +6

    ArticleFire Detection and Safety SystemsFire20251 citations
    ABI

  7. Multi-Modal Fusion and Longitudinal Analysis for Alzheimer’s Disease Classification Using Deep Learning

    Shakhnoza Muksimova, Sabina Umirzakova, Jushkin Baltayev +1

    ArticleMachine Learning in HealthcareDiagnostics20250 citations
    ABI

  8. RL-Cervix.Net: A Hybrid Lightweight Model Integrating Reinforcement Learning for Cervical Cell Classification

    Shakhnoza Muksimova, Sabina Umirzakova, Jushkin Baltayev +1

    ArticleAI in cancer detectionDiagnostics20250 citations
    ABI

  9. Advanced convolutional neural network with attention mechanism for Alzheimer's disease classification using MRI

    Shakhnoza Muksimova, Sabina Umirzakova, Nargiza Iskhakova +2

    ArticleBrain Tumor Detection and ClassificationComputers in Biology and Medicine20250 citations
    ABI

  10. A Unified Transformer Model for Simultaneous Cotton Boll Detection, Pest Damage Segmentation, and Phenological Stage Classification from UAV Imagery

    Sabina Umirzakova, Shakhnoza Muksimova, Abror Shavkatovich Buriboev +2

    ArticleSmart Agriculture and AIDrones20250 citations
    ABI

  11. GazeCapsNet: A Lightweight Gaze Estimation Framework

    Shakhnoza Muksimova, Yakhyokhuja Valikhujaev, Sabina Umirzakova +2

    ArticleGaze Tracking and Assistive TechnologySensors20250 citations
    ABI

  12. Iterative contextual and adaptive strategies for enhanced monocular depth estimation

    Sabina Umirzakova, Sevara Mardieva, Shakhnoza Muksimova +2

    ArticleAdvanced Vision and ImagingEngineering Applications of Artificial Intelligence20250 citations
    ABI

  13. Lightweight early detection of knee osteoarthritis in athletes

    Akmalbek Abdusalomov, Sanjar Mirzakhalilov, Sabina Umirzakova +4

    ArticleOsteoarthritis Treatment and MechanismsScientific Reports20250 citations
    ABI

  14. Standards-Aligned AI Validation and Certification Platform for Trustworthy Modeling

    Doniyor Mukhtorov, Jushkin Baltayev, Shakhnoza Muksimova +2

    ArticleExplainable Artificial Intelligence (XAI)IEEE Access20250 citations
    ABI

  15. A Generative Expert-Narrated Simplification Model for Enhancing Health Literacy Among the Older Population

    Akmalbek Abdusalomov, Sabina Umirzakova, Sanjar Mirzakhalilov +6

    ArticleHealth Literacy and Information AccessibilityBioengineering20250 citations
    ABI

  16. Analytical Modeling of Hybrid CNN-Transformer Dynamics for Emotion Classification

    Ergashevich Halimjon Khujamatov, Mirjamol Abdullaev, Sabina Umirzakova

    ArticleEmotion and Mood RecognitionMathematics20250 citations
    ABI

  17. Video Captioning with Spatio-Temporal Graph Transformers

    Shakhnoza Muksimova, Sabina Umirzakova, Sevara Mardieva +2

    ChapterMultimodal Machine Learning ApplicationsLecture notes in computer science20250 citations
    ABI

  18. Breaking Barriers in Fire Detection – A Lightweight Model for Forest Surveillance

    Sabina Umirzakova, Shakhnoza Muksimova, Sevara Mardieva +2

    ChapterFire Detection and Safety SystemsLecture notes in computer science20250 citations
    ABI

  19. Advanced modeling for fire risk evaluation and intelligent preventive system

    Sabina Umirzakova, Shakhzod Javliev, Adkhambek Madaminov +4

    ArticleFire Detection and Safety SystemsTransactions on Computational Modeling and Intelligent Systems20260 citations
    ABI

  20. Lightweight adaptive AI for novel real-time facial expression recognition

    Sabina Umirzakova, Jushkin Baltayev, Sevara Mardieva +1

    ArticleEmotion and Mood RecognitionKnowledge-Based Systems20260 citations
    ABI