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Publications 

Accepted Papers

(Forthcoming; publication details such as volume and page numbers are not available yet.)

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  1. M. Nouman, G. Khoriba, and E. A. Rashed, "Evaluating Segmentation Accuracy with Diverse Prompt Strategies in MedSAM," Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI), 2025. (Accepted)

  2. M. Nouman, G. Khoriba, and E. A. Rashed, "Rethinking MedSAM: Performance Discrepancies in Clinical Applications," IEEE International Forum on Machine Learning for Data Science (FMLDS), Sydney, Australia, November 2024. (Accepted)

  3. M. Nouman, A. T. Elboardy, G. Khoriba, and E. A. Rashed, "Evaluating MedSAM: Addressing Clinical Performance and Segmentation Challenges," IEICE Technical Report, MICT2024-48, 2024. (Accepted)

 

 

Published Papers​

  1. M. Nouman, M. Mabrok, and E. A. Rashed, "Neuro-TransUNet: A Comprehensive Transformer-Based Architecture for Precise Segmentation of Stroke Lesions in 3D MRI," Proceedings of the International Conference on Multimedia and Image Processing (ICMIP), Osaka, Japan, April 2024. DOI: 10.1145/3665026.3665049

  2. M. Nouman, M. Mabrok, and E. A. Rashed, "Transformer-Based Precision in 3D MRI Stroke Lesion Segmentation," Japanese Society for Medical and Biological Engineering (JSMBE), Kagoshima, Japan, May 2024. DOI: 10.11239/jsmbe.Annual62.400

  3. M. Nouman, K. Ullah, and M. Azam, "Suicidal Behavior Prediction and Socioeconomic Indicators," EAI Endorsed Transactions on Pervasive Health and Technology, vol. 8, e5, 2023. DOI: 10.4108/eetpht.v8i5.3175

  4. A. Rehman, M. Azam, and M. Nouman, "Application of Machine Learning in Estimating On-Tree Yield of Citrus Fruit," Journal of Agricultural Research, vol. 61, pp. 147–153, 2023. DOI: 10.58475/2023.61.2.1900

  5. M. Nouman, M. Azam, A. M. Saleh, A. Alsaeedi, and H. Y. Abuaddous, "A Systematic Review of Non-Functional Requirements Mapping into Architectural Styles," Bulletin of Electrical Engineering and Informatics, vol. 12, pp. 1226–1236, 2023. DOI: 10.11591/eei.v12i2.4081

  6. M. Nouman and M. Azam, "The Role of Laboratory Technicians and the Client Public-Private Collaboration Against COVID-19," Academia Letters, vol. 2, 2021. DOI: 10.20935/AL3284

 

 

Under Review

      M. Nouman, M. Mabrok, and E. A. Rashed, "FIGO: Contextual Transformer for Brain

      Stroke Segmentation in MRI Scans," Neural Computing and Applications. (Under Review)

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Book Chapter (Accepted)

  1. G. Khoriba, M. Nouman, and E. A. Rashed, "Large Language Models in Medical Image Understanding," in Cutting-Edge Artificial Intelligence Advances: Implications in Real-World Applications, CRC Press. (Accepted)

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