3 papers
eess.IV2025
Comprehensive Review of Reinforcement Learning for Medical Ultrasound Imaging
Hanae Elmekki, Saidul Islam, Ahmed Alagha +12
Medical Ultrasound (US) imaging has seen increasing demands over the past years, becoming one of the most preferred imaging modalities in clinical practice due to its affordability…
eess.SP2024
A Multi-Modal Unsupervised Machine Learning Approach for Biomedical Signal Processing in CPR
Saidul Islam, Jamal Bentahar, Robin Cohen +1
Cardiopulmonary resuscitation (CPR) is a critical, life-saving intervention aimed at restoring blood circulation and breathing in individuals experiencing cardiac arrest or respira…
cs.LG2024
Enhancing IoT Intelligence: A Transformer-based Reinforcement Learning Methodology
Gaith Rjoub, Saidul Islam, Jamal Bentahar +2
The proliferation of the Internet of Things (IoT) has led to an explosion of data generated by interconnected devices, presenting both opportunities and challenges for intelligent…