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Dive into the research topics where Mohamed Atef Elsayed Abdelaal is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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DieleNet: Dielectric properties based breast cancer classification using deep learning
Abdelmotagally, H., Allam, J. P., Iratni, R., Atef, M. & Hussein, M., Mar 2026, In: Biomedical Signal Processing and Control. 113, 108981.Research output: Contribution to journal › Article › peer-review
Open Access -
Advances in machine and deep learning for ECG beat classification: a systematic review
Jaya Prakash, A., Nasreddine Belkacem, A., Elfadel, I. M., Jelinek, H. F. & Atef, M., 2025, In: Frontiers in Digital Health. 7, 1649923.Research output: Contribution to journal › Review article › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
A lightweight deep learning approach for patient-specific electrocardiogram beat classification using local and long-term dependencies
Prakash, A. J. & Atef, M., Jul 15 2025, In: Engineering Applications of Artificial Intelligence. 152, 110754.Research output: Contribution to journal › Article › peer-review
Open Access5 Link opens in a new tab Citations (Scopus) -
A Review of Photoplethysmography-Based Blood Pressure Monitoring: From Cloud-Based Machine Learning to TinyML Edge Deployment
Faris Ali, N., Al-Nashash, H., Elfadel, I. M. & Atef, M., 2025, In: IEEE Access. 13, p. 204210-204240 31 p.Research output: Contribution to journal › Review article › peer-review
Open Access -
ECG-Based Blood Pressure Estimation Using a Two-Stage Inception-Regression Model
Aldein, E. A., Abdelraheem, M., Abdellatif, M. M., Mohamed, U. S. & Atef, M., 2025, 21st International Wireless Communications and Mobile Computing Conference, IWCMC 2025. Institute of Electrical and Electronics Engineers Inc., p. 914-919 6 p. (21st International Wireless Communications and Mobile Computing Conference, IWCMC 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution