Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Dive into the research topics where Sona Al Younis 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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Autonomic Nervous System Adaptation to Supernumerary Robotic Finger Use: Coherence Analysis of RR Intervals Before and After Training
Younis, S. A., Awad, M. I., Katmah, R., Alskafi, F. A., Jelinek, H. F. & Khalaf, K., 2026, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 34, p. 820-833 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Can familiarization with a supernumerary robotic finger restore task-dependent cortico-autonomic coupling in first-time healthy users?
Alskafi, F. A., Awad, M. I., Marzbanrad, F., Katmah, R., Al Younis, S., Khandoker, A. H., Khalaf, K. & Jelinek, H. F., 2026, (Accepted/In press) In: International Journal of Robotics Research.Research output: Contribution to journal › Article › peer-review
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Heart rate transition patterns reveal autonomic dysfunction in heart failure with renal function decline: a symbolic and Markov model approach
Widatalla, N., Al Younis, S. & Khandoker, A., Dec 2025, In: BioData Mining. 18, 1, 45.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
Prediction of heart failure risk factors from retinal optical imaging via explainable machine learning
Al Younis, S. M., Ghosh, S., Raja, H., Alskafi, F. A., Yousefi, S. & Khandoker, A. H., 2025, In: Frontiers in Medicine. 12, 1551557.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
Assessment of Serum Creatinine and Serum Sodium Prognostic Potential in Heart Failure Patients Using Machine Learning
Alyounis, S., Khandoker, A., Stefanini, C. & Hadjileontiadis, L., 2024, 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations
Thesis
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Modelling Left Ventricle Ejection Fraction Levels in Heart Failure Patients Using Circadian ECG Features and AI
Al Younis, S. (Author), Khandoker, A. H. (Supervisor), 16 Dec 2024Student thesis: Doctoral Thesis
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