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Mohanad A. Deif

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Open access Oct 2026

Artificial Intelligence–Powered Eye-Tracking Assistive System with You Only Look Once, Version 3 for Individuals with Disabilities

Assistive technologies for individuals with disabilities are crucial in promoting social inclusion and enabling them to participate more fully in daily life. This article focuses on designing and developing a cost-effective head-mounted eye-tracking system aimed at enhancing the quality of life for individuals with sev...

Mohanad A. Deif, Hani Attar, M. Elhoseny et al. · 0 citations
Open access 2026

Spearman-guided XGBoost Classification for Breast Cancer Diagnosis Using the Wisconsin Diagnostic Dataset

A comprehensive Machine Learning framework that employs k-Nearest Neighbors, Random Forest, Logistic Regression, and Extreme Gradient Boosting algorithms to analyze a breast cancer dataset obtained from the UCI repository underscores the potential of ML-driven approaches in enhancing breast cancer diagnostics and contr...

Hani Attar, Jafar Ababneh, Waleed Alomoush et al. · 0 citations
Open access Jul 2026

RCAF for patient-level thyroid ultrasound malignancy prediction under leakage-free evaluation and calibration

A patient-level thyroid ultrasound malignancy prediction framework centred on a Region-Aware Context-Aware Fusion (RCAF) model evaluated under a strict leakage-free protocol, with encouraging cross-domain adaptability.

Mennatallah Sherif, Eman K. Elsayed, Mohanad A. Deif · 0 citations
Open access 2025

Automated Diagnosis of Mitral Valve Diseases Using Echocardiographic Images: A Comparative Study of GLCM Features and Deep Learning Techniques

Combining GLCM texture analysis with ML provides a potential way of improving the precision and reliability of MV disease diagnosis, ultimately supporting efforts to enhance public health and early disease diagnosis, in alignment with global healthcare initiatives.

Hani Attar, Jafar Ababneh, Omar A. Sarhan et al. · 0 citations

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