Publications

1. [1]
   Algburi, Riyadh Nazar Ali, Hakim S. Sultan Aljibori, Zaid Al-Huda, Khalid M. Sowoud, Redhwan Algabri, and Mugahed A. Al-Antari. "SSA-Sparse MHD: Singular Spectrum Analysis Paired with Sparse Maximum Harmonics Deconvolution for Detecting Feeble Defect Signals in Industrial Robots." In 2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP), pp. 1-9. IEEE, 2024. [link]

1. [2]
   Algburi, Riyadh Nazar Ali, Hakim S. Sultan Aljibori, Zaid Al-Huda, Khalid M. Sowoud, Redhwan Algabri, and Mugahed A. Al-Antari. "Development of an artificial intelligence-PLC temperature controller for a cement factory for decreasing contamination." In 2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP), pp. 1-10. IEEE, 2024. [link]

1. [3]
   Algburi, Riyadh Nazar Ali, Hakim S. Sultan Aljibori, Zaid Al-Huda, Khalid M. Sowoud, Redhwan Algabri, and Mugahed A. Al-Antari. "HHLP-SSA: Enhanced Fault Diagnosis in Industrial Robots Using Hierarchical Hyper-Laplacian Prior and Singular Spectrum Analysis." In 2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP), pp. 1-8. IEEE, 2024. [link]

1. [4]
   Al-Huda, Zaid, Mugahed A. Al-Antari, Riyadh Nazar Ali Algburi, Omar Al-Maqtari, Taha M. Rajeh, and Ghufran Ahmad Khan. "Triplet Attention-Enhanced UNet Architectures for Advanced Skin Lesion Segmentation." In 2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP), pp. 1-8. IEEE, 2024. [link]

1. [5]
   Salem, Saied, Raza Mukhlis, Oguzhan Katar, Bilal Ertuğrul, Ozal Yildirim, and Mugahed A. Al-Antari. "A Novel AI-based Hybrid Ensemble Segmentation CAD System for Lumber Spine Stenosis pathological Regions Using MRI Axial Images." In 2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP), pp. 1-5. IEEE, 2024. [link]

1. [6]
   Mukhlis, Raza, Saied Saleem, Hyunwook Kwon, Jamil Hussain, Ahmet Arif Aydin, and Mugahed A. Al-Antari. "A Novel CAD Framework with Visual and Textual Interpretability: Multimodal Insights for Predicting Respiratory Diseases." In 2024 8th International Artificial Intelligence and Data Processing Symposium (IDAP), pp. 1-5. IEEE, 2024. [link]

1. [7]
   Saied Salem, Ahmed S. Elbadawy, Raza Mukhlis, Ertan Bütün, Mugahed A. Al-Antari "Artificial Intelligence Segmentation Framework for Identifying Significant Pathological Areas Causing Lumbar Spinal Stenosis" [link]

1. [8]
   Addo, D., Al-Antari, M.A., Zhou, S., Ashalley, E., Muoka, G.W. and Nartey, O.T., 2024, May. Enhancing Alzheimer Disease Diagnosis: Integrating Gabor Convolutional Neural Network with Conventional CNNs. In 2024 2nd International Conference on Intelligent Perception and Computer Vision (CIPCV) (pp. 147-151). IEEE. [link]

1. [9]
   Addo, D., Al-Antari, M.A., Zhou, S., Ashalley, E., Muoka, G.W. and Nartey, O.T., 2024, May. FoSoHA-Net: Deep Learning for Accurate Breast Cancer Classification Leveraging Hybrid Attention Mechanisms. In 2024 2nd International Conference on Intelligent Perception and Computer Vision (CIPCV) (pp. 152-156). IEEE. [link]

1. [1]
   Salem, S., Habib, A., Raza, M., Al-Huda, Z., Al-maqtari, O., Ertuğrul, B., ... & Al-antari, M. A. AutoSpineAI: Lightweight Multimodal CAD Framework for Lumbar Spine MRI Assessments. In IEEE-EMBS International Conference on Biomedical and Health Informatics 2025. [link]

1. [2]
   Al-Maqtari, O., Peng, B., Al-Huda, Z., Al-Antari, M. A., & Algburi, R. N. A. (2025, August). Enhanced Crack Detection with Limited Annotations: A Mixed Supervision Algorithm With Multi Attention Network. In 2025 5th International Conference on Emerging Smart Technologies and Applications (eSmarTA) (pp. 1-7). IEEE. [link]

1. [3]
   Al-Hammadi, M. A., Al-Huda, Z., Algburi, R. N. A., & Al-antari, M. A. (2025, August). SHAP-Based Explainable Machine Learning Framework for Interpreting SHCC Mix Design Parameters. In 2025 5th International Conference on Emerging Smart Technologies and Applications (eSmarTA) (pp. 1-7). IEEE. [link]

1. [4]
   Algburi, R. N. A., Sowoud, K. M., Al-Huda, Z., Al-Barashi, M., Alsayah, A. M., & Al-antari, M. A. (2025, August). Optimizing Residual Signal Analysis for Fault Detection in Industrial Robots with SSA and Deep Learning. In 2025 5th International Conference on Emerging Smart Technologies and Applications (eSmarTA) (pp. 1-6). IEEE. [link]

1. [5]
   Biroš, M., Kvak, D., Dandár, J., Hrubý, R., Janů, E., Atakhanova, A., & Al-Antari, M. A. (2024). Enhancing accuracy in breast density assessment using deep learning: A multicentric, multi-reader study. Diagnostics, 14(11), 1117. [link]

1. [6]
   Raza, M., Salem, S., Habib, A., Abdulmahmod, O., Kwon, H., Hussain, J., & Al-antari, M. A. (2025, September). MedXpert-CAD: A Multimodal Multi-agentic System for Clinical Imaging Analysis via Model Context Protocol LLM-Driven Agentic Workflows. In International Workshop on Agentic AI for Medicine (pp. 55-64). Cham: Springer Nature Switzerland. [link]