Explainable machine learning models based on multimodal time-series data for the early detection of Parkinson's disease. - Muhammad Junaid; Sajid Ali 006; Fatma Eid; Shaker H. Ali El-Sappagh; Tamer Abuhmed (Comput. Methods Programs Biomed., 2023)

Enhanced interpretable thyroid disease diagnosis by leveraging synthetic oversampling and machine learning models. - Ali Raza; Fatma Eid; Elizabeth Caro Montero; Irene Delgado Noya; Imran Ashraf (BMC Medical Informatics Decis. Mak., 2024)

Sustainable energy management in the AI era: a comprehensive analysis of ML and DL approaches. - Haseeb Javed; Fatma Eid; Shaker H. Ali El-Sappagh; Tamer Abuhmed (Computing, 2025)