Items where Author is "Phoemsuk, Atitaya"

Article

Phoemsuk, Atitaya and Abolghasemi, Vahid (2025) Enhanced Coronary Artery Disease Classification through Feature Engineering and One-Dimensional Convolutional Neural Network. IEEE Access, 13. pp. 114306-114317. DOI https://doi.org/10.1109/ACCESS.2025.3584735

Phoemsuk, Atitaya and Abolghasemi, Vahid (2025) CADNet: A lightweight Neural Network for Coronary Artery Disease Classification Using Electrocardiogram Signals. IEEE Journal of Biomedical and Health Informatics, 30 (1). pp. 243-255. DOI https://doi.org/10.1109/JBHI.2025.3582872

Conference or Workshop Item

Phoemsuk, Atitaya and Alidostdargah, Fatemeh and Abolghasemi, Vahid and Peimankar, Abdolrahman and Kumar, Devender and Dominguez, Helena and Puthusserypady, Sadasivan (2026) Edge-Deployable Deep Neural Network for Atrial Fibrillation Detection in Ambulatory ECG. In: 34th European Signal Processing Conference (EUSIPCO 2026), 2026-08-31 - 2026-09-04, Bruges. (In Press)

Phoemsuk, Atitaya and Abolghasemi, Vahid (2025) Multi-Disease Cardiovascular Detection from ECG Signals Using an Attention-Driven Deep Network. In: 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025-07-14 - 2025-07-17, Copenhagen.

Phoemsuk, Atitaya and Abolghasemi, Vahid (2024) Coronary Artery Disease Classification Using One-dimensional Convolutional Neural Network. In: IEEE Conference on Artificial Intelligence (IEEE CAI), 2024-06-25 - 2024-06-27, Singapore.

Thesis

Phoemsuk, Atitaya (2026) Deep learning approaches for ECG-based detection and diagnosis of coronary artery disease. Doctoral thesis, University of Essex. DOI https://doi.org/10.5526/ERR-00042819