Publications by Dr Alaa Alahmadi - ePrints

Newcastle Authors	Title	Year
Dr Alaa Alahmadi	Human-like visual computing advances explainability and few-shot learning in deep neural networks for complex physiological data	2025
Dr Alaa Alahmadi	Attitudes of clinicians to a ‘human-like’ explainable AI based on pseudo-colouring of ECGs that exposes life-threatening anomalies	2024
Dr Alaa Alahmadi	An Eye-Tracking Based Machine Learning Model Towards the Prediction	2023
Dr Alaa Alahmadi	Personalized, intuitive & visual QT-prolongation monitoring using patient-specific QTc threshold with pseudo-coloring and explainable AI	2023
Dr Alaa Alahmadi	Understanding Cardiology Practitioners’ Interpretations of Electrocardiograms: An Eye-Tracking Study	2022
Dr Alaa Alahmadi	An explainable algorithm for detecting drug-induced QT-prolongation at risk of torsades de pointes (TdP) regardless of heart rate and T-wave morphology	2021
Dr Alaa Alahmadi	Human-Machine Perception of Complex Signal Data	2021
Dr Alaa Alahmadi	Pseudo-colouring an ECG enables lay people to detect QT-interval prolongation regardless of heart rate	2020
Dr Alaa Alahmadi	Can laypeople identify a drug-induced QT interval prolongation? A psychophysical and eye-tracking experiment examining the ability of nonexperts to interpret an ECG	2019