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Advanced Neural Network Applications

108 works

  1. Estimation affects of formats and resizing process to the accuracy of convolutional neural network

    Muminov Bakhodir Boltaevich, Nasimov Rashid Hamid ogli, Gadoyboyeva Nigora Soibjon qizi +1

    ArticleAdvanced Neural Network Applications2019 International Conference on Information Science and Communications Technologies (ICISCT)201913 citations
    ABI

  2. 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

  3. 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

  4. Deep learning parallel approach using CUDA technology

    Mekhriddin Rakhimov, Dilnoza Zaripova, Shakhzod Javliev +1

    ArticleAdvanced Neural Network ApplicationsAIP conference proceedings20246 citations
    ABI

  5. Brain Tumor Classification from MRI Using Image Enhancement and Convolutional Neural Network Techniques

    Zahid Rasheed, Yong-Kui Ma, Inam Ullah +6

    ArticleBrain Tumor Detection and ClassificationBrain Sciences20235 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. Efficient CNN Accelerator with FPGA for eye disorders Prediction

    P Karthik Reddy, Abdullaeva Dilbar Ubaydullaevna, Anorgul Ashirova +3

    ArticleFerroelectric and Negative Capacitance Devices20255 citations
    ABI

  8. Enhancing Automated Brain Tumor Detection Accuracy Using Artificial Intelligence Approaches for Healthcare Environments

    Akmalbek Abdusalomov, Mekhriddin Rakhimov, Jakhongir Karimberdiyev +2

    ArticleBrain Tumor Detection and ClassificationBioengineering20244 citations
    ABI

  9. Traffic and road sign recognition using deep convolutional neural network

    Temurbek Kuchkorov, Jamshid Khamzaev, Zamira Allamuratova +1

    ArticleVehicle License Plate Recognition2021 International Conference on Information Science and Communications Technologies (ICISCT)20213 citations
    ABI

  10. CNN-Based Kidney Segmentation Using a Modified CLAHE Algorithm

    Abror Shavkatovich Buriboev, Ahmadjon Khashimov, Akmal Abduvaitov +1

    ArticleAdvanced Neural Network ApplicationsSensors20243 citations
    ABI

  11. Saliency Cuts: Salient Region Extraction based on Local Adaptive Thresholding for Image Information Recognition of the Visually Impaired

    Mukhriddin Mukhiddinov, Rag‐Gyo Jeong, Jinsoo Cho

    ArticleAdvanced Neural Network ApplicationsThe International Arab Journal of Information Technology20203 citations
    ABI

  12. Artificial Intelligence-Based Classification of CT Images Using a Hybrid SpinalZFNet

    Faiqa Maqsood, Wang Zhenfei, Muhammad Mumtaz Ali +6

    ArticleArtificial Intelligence in Healthcare and EducationInterdisciplinary Sciences Computational Life Sciences20242 citations
    ABI

  13. Effectiveness of Deep Learning Based Filtering Algorithm in Separation of Human Objects from Images

    Sirojiddin Khalilov, Il’dar M. Yusupov, M. G. Mannapova +2

    ChapterAdvanced Neural Network ApplicationsLecture notes in computer science20232 citations
    ABI

  14. Traffic Sign Recognition by Image Preprocessing and Deep Learning

    Utkir Khamdamov, Mukhriddin Umarov, Sirojiddin Khalilov +2

    ChapterVehicle License Plate RecognitionLecture notes in computer science20242 citations
    ABI

  15. PixMed-Enhancer: An Efficient Approach for Medical Image Augmentation

    M. J. Aashik Rasool, Akmalbek Abdusalomov, Alpamis Kutlimuratov +4

    ArticleAdvanced Neural Network ApplicationsBioengineering20252 citations
    ABI

  16. Uzbek traffic sign dataset for traffic sign detection and recognition systems

    Utkir Khamdamov, Mukhriddin Umarov, Jamshid Elov +2

    ArticleVehicle License Plate Recognition20221 citations
    ABI

  17. Adaptive Deep Learning Architectures for Real-Time Data Streams in Edge Computing Environments

    Çiğdem Sıcakyüz, Renas Rajab Asaad, Saman M. Almufti‎

    ArticleIoT and Edge/Fog ComputingQubahan Techno Journal20241 citations
    ABI

  18. RETRACTED: Image segmentation algorithms

    Nomaz Mirzaev, Sobirjon Radjabov, Akhmad Khashimov +2

    ArticleAdvanced Neural Network ApplicationsBIO Web of Conferences20241 citations
    ABI

  19. 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

  20. Towards Accurate Maritime Surveillance: A Hybrid CNN-Transformer Architecture for Ship Detection in SAR Imagery

    Seshendranath Balla Venkata, Anorgul Ashirova, Vijay S. Karwande +3

    ArticleUnderwater Acoustics Research20251 citations
    ABI

  21. 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

  22. Enhancing Medical Image Segmentation and Classification Using a Fuzzy-Driven Method

    Akmal Abduvaitov, Abror Shavkatovich Buriboev, Djamshid Sultanov +4

    ArticleCOVID-19 diagnosis using AISensors20251 citations
    ABI

  23. High-resolution segmentation of brain tumors based on MRI images using a hybrid deep learning approach

    Furkat Bolikulov, Kudratjon Zohirov, Latif Xuramov +3

    ArticleBrain Tumor Detection and ClassificationBiomedical Signal Processing and Control20261 citations
    ABI

  24. A transfer learning-based fine-tuned ResNet-50 model for scene classification

    O.R. Yusupov, Yigitali Khandamov, Erali Eshonqulov +2

    ArticleAdvanced Neural Network ApplicationsAIP conference proceedings20251 citations
    ABI

  25. Track Finding with Deep Neural Networks

    M. Kucharczyk, M. W. Wolter

    ArticleAdvanced Neural Network ApplicationsComputer Science20190 citations
    ABI