Author

Fatimah Alhayan

3 papers indexed here

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Open access Sep 2026

Accurate human locomotion and localization using hybrid features and deep networks on smartphones

Human locomotion and localization recognition are of critical importance in the development of intelligent systems with the capability of monitoring, analyzing, and responding to human behavior in the real world. This research proposes a robust yet computationally efficient approach by exploiting the sensors of a smart...

Mohammed Alnusayri, I. Abro, Hadeel Alsolai et al. · PeerJ Computer Science · 0 citations

Open access Sep 2026

MST-former: multiparty shared representation enabled transformer for secure medical image analysis

Privacy-preserving collaborative medical image analysis across multiple healthcare institutions remains challenging due to data heterogeneity, patient privacy constraints, and incomplete cross-institutional record alignment. To address these limitations, this paper proposes MST-Former, a multiparty shared transformer...

Shakir Khan, Thamer Alshammari, Fahad Omar Alomary et al. · Scientific Reports · 0 citations

Sep 2026

SomniTrack: A Multimodal Attention Framework with Neuro-Topographic Sleep Staging and Disorder Classification

Sleep staging and obstructive sleep apnea (OSA) detection are central to sleep medicine, yet remain con-strained by the complexity of full polysomnography (PSG) and the subjectivity of manual scoring. We present SomniTrack, a multimodal framework that integrates EEG and ECG to automate sleep assessment without relyin...

Aleena Kamal, Yan-Feng Wu, Shaheryar Najam et al. · Physica Scripta · 0 citations