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Mohammed Saleh Ali Muthanna

24 works

Institute of Computer Technologies and Information Security, Southern Federal University, Taganrog, Russia

  1. MULTINET: A Multi-Agent DRL and EfficientNet Assisted Framework for 3D Plant Leaf Disease Identification and Severity Quantification

    Samia Allaoua Chelloug, Reem Alkanhel, Mohammed Saleh Ali Muthanna +2

    ArticleSmart Agriculture and AIIEEE Access20237 citations
    ABI

  2. A Deep CNN-Based Salinity and Freshwater Fish Identification and Classification Using Deep Learning and Machine Learning

    Wahidur Rahman, Mohammad Motiur Rahman, Md Ariful Islam Mozumder +4

    ArticleWater Quality Monitoring TechnologiesSustainability20242 citations
    ABI

  3. Comparative Study of Cell Nuclei Segmentation Based on Computational and Handcrafted Features Using Machine Learning Algorithms

    Rashadul Islam Sumon, Md Ariful Islam Mozumder, Salma Akter +4

    ArticleAI in cancer detectionDiagnostics20252 citations
    ABI

  4. Enhancing plant disease detection through deep learning: a Depthwise CNN with squeeze and excitation integration and residual skip connections

    Asadulla Ashurov, Mehdhar S. A. M. Al-Gaashani, Nagwan Abdel Samee +4

    ArticleSmart Agriculture and AIFrontiers in Plant Science20251 citations
    ABI

  5. MSCPNet: A Multi-Scale Convolutional Pooling Network for Maize Disease Classification

    Mehdhar S. A. M. Al-Gaashani, Reem Alkanhel, Muthana Ali Salem Ali +3

    ArticleSmart Agriculture and AIIEEE Access20251 citations
    ABI

  6. Enhanced breast cancer diagnosis using modified InceptionNet-V3: a deep learning approach for ultrasound image classification

    Samia Allaoua Chelloug, Abduljabbar S. Ba Mahel, Rana Alnashwan +3

    ArticleAI in cancer detectionFrontiers in Physiology20251 citations
    ABI

  7. Privacy-preserving federated UAV data collection framework for autonomous path optimization in maritime operations

    Wei Min, Mohammed Saleh Ali Muthanna, Maha Ibrahim +3

    ArticleRobotic Path Planning AlgorithmsApplied Soft Computing20251 citations
    ABI

  8. RCLNet: an effective anomaly-based intrusion detection for securing the IoMT system

    Jamshed Ali Shaikh, Chengliang Wang, Wajeeh Us Sima Muhammad +5

    ArticleAnomaly Detection Techniques and ApplicationsFrontiers in Digital Health20241 citations
    ABI

  9. Intelligent Resource Allocation Using an Artificial Ecosystem Optimizer with Deep Learning on UAV Networks

    Ahsan Rafiq, Reem Alkanhel, Mohammed Saleh Ali Muthanna +3

    ArticleUAV Applications and OptimizationDrones20231 citations
    ABI

  10. An Integrated Architecture for Colorectal Polyp Segmentation: The µ-Net Framework with Explainable AI

    Md Mehedi Hasan Emon, Proloy Kumar Mondal, Md Ariful Islam Mozumder +4

    ArticleColorectal Cancer Screening and DetectionDiagnostics20251 citations
    ABI

  11. Secured Reliable Communication Through Authentication and Optimal Relay Selection in Blockchain Enabled Cellular IoT Networks

    Samia Allaoua Chelloug, Reem Alkanhel, Ahmed Aziz +2

    ArticleUAV Applications and OptimizationIEEE Access20230 citations
    ABI

  12. Convolutional Neural Network Based Deep Neural Network Model for Electrocardiogram Records Classification

    Ahmed Mahmood Khudhur, Mohammed Hasan Alwan, Qayssar Al Omairi +5

    ArticleECG Monitoring and Analysis20230 citations
    ABI

  13. Various Modulation Types Classification on the Air by Convolutional Neural Network

    Yousif I. Hammadi, Mokhalad Abdulameer Kadhim Alsaeedi, Omar Abdulkareem Mahmood +4

    ArticleWireless Signal Modulation Classification20230 citations
    ABI

  14. Internet of Things Protocols (IoTp) Literature Review

    Ali Alamery, Mohanad Abd Shehab, Omar Abdulkareem Mahmood +3

    ArticleIoT and Edge/Fog Computing20230 citations
    ABI

  15. Enhanced SNR Based Admission Control Algorithm for Vehicular Ad-Hoc Network

    Aws Zuhair Sameen, Mohammed Hasan Alwan, Mayssam Saad Kadhum +4

    ArticleVehicular Ad Hoc Networks (VANETs)20230 citations
    ABI

  16. A deep Reinforcement learning-based robust Intrusion Detection System for securing IoMT Healthcare Networks

    Jamshed Ali Shaikh, Chengliang Wang, Muhammad Wajeeh Us Sima +5

    ArticleNetwork Security and Intrusion DetectionFrontiers in Medicine20250 citations
    ABI

  17. Automatic smart brain tumor classification and prediction system using deep learning

    Qurat Ul Ain Ishfaq, Rozi Bibi, Abid Ali +5

    ArticleBrain Tumor Detection and ClassificationScientific Reports20250 citations
    ABI

  18. A Multi-Scale Deep Learning Framework Combining MobileViT-ECA and LSTM for Accurate ECG Analysis

    Abduljabbar S. Ba Mahel, Mehdhar S. A. M. Al-Gaashani, Reem Alkanhel +4

    ArticleECG Monitoring and AnalysisIEEE Access20250 citations
    ABI

  19. Enhancing Hajj and Umrah Services Through Predictive Social Media Classification

    Samia Allaoua Chelloug, Mohammed Saleh Ali Muthanna, Faisal Jamil +4

    ArticleIslamic Finance and Banking StudiesIEEE Access20250 citations
    ABI

  20. A Hybrid PSO-GA Optimized Approach for COVID-19 Detection Using CT Scan

    Abdelghany Fathy, Hatem Abdelkader, Samia Allaoua Chelloug +2

    ArticleCOVID-19 diagnosis using AIIEEE Access20250 citations
    ABI

  21. Automatic Fracture Detection Convolutional Neural Network with Multiple Attention Blocks Using Multi-Region X-Ray Data

    Rashadul Islam Sumon, Mejbah Ahammad, Md Ariful Islam Mozumder +6

    ArticleCOVID-19 diagnosis using AILife20250 citations
    ABI

  22. A ResNet-50–UNet Hybrid with Whale Optimization Algorithm for Accurate Liver Tumor Segmentation

    Proloy Kumar Mondol, Md Ariful Islam Mozumder, Hee‐Cheol Kim +4

    ArticleAdvanced Neural Network ApplicationsDiagnostics20250 citations
    ABI

  23. Transformer-Based Deep Learning for Mesoscale Eddy Detection in Sea Surface Temperature Maps

    Chen Ji, Wenyang Xu, Xiangtian Zheng +7

    ArticleOceanographic and Atmospheric ProcessesIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing20250 citations
    ABI

  24. Generative AI-driven reinforcement learning for beamforming and scheduling in multi-cell MIMO-NOMA systems

    Abuzar B. M. Adam, Elhadj Moustapha Diallo, Mohammed Saleh Ali Muthanna +3

    ArticleAdvanced Wireless Communication TechnologiesPhysical Communication20250 citations
    ABI