Instance Segmentation of 2D Label-Free Microscopic Images using Deep Learning. - Basma A. Mohamed; Lamees N. Mahmoud; Walid Al-Atabany; Nancy M. Salem (NILES, 2021)

A comparative study for nuclei segmentation using latest deep learning optimizers. - Engy N. Eltayab; Walid Al-Atabany; Nancy M. Salem; Lamees N. Mahmoud (NILES, 2023)

Sleep Stages Classification Using ECG Signals and Deep Learning: A Comparative Study. - Heba Ahmed; Nancy M. Salem; Ibrahim Sadek 002; Lamees N. Mahmoud (ICCA, 2024)

Focal Adhesions Segmentation Using Deep Learning. - Ismail E. Mohamed; Nancy M. Salem; Ibrahim Sadek 002; Lamees N. Mahmoud (ICCA, 2024)

Enhanced DeepPhys: Leveraging Deep Learning for Heart Rate Detection from Facial Videos. - Ebtesam S. Abdelwahab; Ibrahim Sadek 002; Nancy M. Salem; Lamees N. Mahmoud (NILES, 2024)

Cutting-Edge Approaches to Cell Segmentation in Imaging Mass Cytometry: A Detailed Review. - Aya M. Shaaban; Nancy M. Salem; Lamees N. Mahmoud (NILES, 2024)

Multimodal machine learning approach for emotion recognition using physiological signals. - Mohamad A. Ramadan; Nancy M. Salem; Lamees N. Mahmoud; Ibrahim Sadek 002 (Biomed. Signal Process. Control., 2024)

A Deep Learning-Based Approach for Cell Segmentation in Phase-Contrast Images. - Basma A. Mohamed; Nancy M. Salem; Walid Al-Atabany; Lamees N. Mahmoud (IEEE Access, 2025)