Sparse recovery of time-frequency representations via recurrent neural networks. - Yassin Khalifa; Zhenwei Zhang; Ervin Sejdic (DSP, 2017)

Silent Aspiration Detection in High Resolution Cervical Auscultations. - Caroline Yu; Yassin Khalifa; Ervin Sejdic (BHI, 2019)

Single neuron-based neural networks are as efficient as dense deep neural networks in binary and multi-class recognition problems. - Yassin Khalifa; Justin Hawks; Ervin Sejdic (CoRR, 2019)

Estimation of laryngeal closure duration during swallowing without invasive X-rays. - Shitong Mao; Aliaa Sabry; Yassin Khalifa; James L. Coyle; Ervin Sejdic (Future Gener. Comput. Syst., 2021)

A review of Hidden Markov models and Recurrent Neural Networks for event detection and localization in biomedical signals. - Yassin Khalifa; Danilo P. Mandic; Ervin Sejdic (Inf. Fusion, 2021)

Upper Esophageal Sphincter Opening Segmentation With Convolutional Recurrent Neural Networks in High Resolution Cervical Auscultation. - Yassin Khalifa; Cara Donohue; James L. Coyle; Ervin Sejdic (IEEE J. Biomed. Health Informatics, 2021)

AI-Powered Toolkit for Automated Swallowing Kinematics Analysis in X-Ray Videofluoroscopy. - Mohamed A. Abdelaziz; Mohamed K. Galloul; Mohamed A. Seyam; Ahmed M. Mohamed; Tamer Basha; Ervin Sejdic; Yassin Khalifa (NILES, 2022)

Autonomous Swallow Segment Extraction Using Deep Learning in Neck-Sensor Vibratory Signals From Patients With Dysphagia. - Yassin Khalifa; Cara Donohue; James L. Coyle; Ervin Sejdic (IEEE J. Biomed. Health Informatics, 2023)

Swallowing Assessment using High-Resolution Cervical Auscultations and Transformer-based Neural Networks. - Ayman Anwar; Yassin Khalifa; Erin Lucatorto; James L. Coyle; Ervin Sejdic (EMBC, 2024)

Towards a comprehensive bedside swallow screening protocol using cross-domain transformation and high-resolution cervical auscultation. - Ayman Anwar; Yassin Khalifa; Erin Lucatorto; James L. Coyle; Ervin Sejdic (Artif. Intell. Medicine, 2024)

Transformers in biosignal analysis: A review. - Ayman Anwar; Yassin Khalifa; James L. Coyle; Ervin Sejdic (Inf. Fusion, 2025)

Novel Videographic-Free Framework for Tracking Anatomical Structures Using Swallowing Accelerometer Signals and Multi-task Transformers. - Ayman Anwar; Wuqi Li; Amanda S. Mahoney; Yassin Khalifa; James L. Coyle; Ervin Sejdic (J. Heal. Informatics Res., 2025)