Sona Alyounis

According to our database, Sona Alyounis authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

From retina to heart: explainable machine learning using OCT and Clinical covariates for heart failure screening.

Sona Al Younis, Samit Kumar Ghosh, Feryal A. Alskafi, Siamak Yousefi, Namareq Widatalla, Ahsan H. Khandoker

BioData Min., 2026

2025

Heart rate transition patterns reveal autonomic dysfunction in heart failure with renal function decline: a symbolic and Markov model approach.

Namareq Widatalla, Sona Al Younis, Ahsan Khandoker

BioData Min., 2025

Quantitative Gait Analytics Reveal Atrial Fibrillation-Specific Patterns in Balance and Mobility: Implications for Fall Prevention.

Sona Al Younis, Herbert F. Jelinek, Wael A. Almahmeed, Kinda Khalaf

IEEE Access, 2025

Multimodal Assessment of Orthotic Intervention in Flatfoot Gait Using EMG and Plantar Pressure Analysis.

Rateb Katmah, Aamna Al Shehhi, Tareq Abdallah, Sultan AlHosani, Shamsa AlAdawi, Sona Al Younis, Muhammad Abdullah, Abdul Aziz Hulleck, Kinda Khalaf

Proceedings of the 2025 12th International Conference on Biomedical and Bioinformatics Engineering, 2025

2024

Assessment of Serum Creatinine and Serum Sodium Prognostic Potential in Heart Failure Patients Using Machine Learning.

Sona Alyounis, Ahsan Khandoker, Cesare Stefanini, Leontios J. Hadjileontiadis

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024