Machine learning and the electrocardiogram over two decades: Time series and meta-analysis of the algorithms, evaluation metrics and applications - Khaled Rjoob; Raymond R. Bond; Dewar D. Finlay; Victoria McGilligan; Stephen J. Leslie; Ali Rababah; Aleeha Iftikhar; Daniel Guldenring; Charles Knoery; Anne McShane; Aaron J. Peace; Peter W. Macfarlane (Artif. Intell. Medicine, 2022)

Computational time series analysis of patient referrals to a primary percutaneous coronary intervention service - Aleeha Iftikhar; Raymond R. Bond; Victoria McGilligan; Stephen J. Leslie; Anne McShane; Charles Knoery; Khaled Rjoob; Aaron J. Peace (Health Informatics J., 2020)

Towards Explainable Artificial Intelligence and Explanation User Interfaces to Open the 'Black Box' of Automated ECG Interpretation - Khaled Rjoob; Raymond R. Bond; Dewar D. Finlay; Victoria McGilligan; Stephen J. Leslie; Ali Rababah; Aleeha Iftikhar; Daniel Guldenring; Charles Knoery; Anne McShane; Aaron J. Peace (Advanced Visual Interfaces. Supporting Artificial Intelligence and Big Data Applications - AVI 2020 Workshops, AVI-BDA and ITAVIS, Ischia, Italy, June 9, 2020 and September 29, 2020, Revised Selected Papers, 2020)

Machine Learning to Predict 30 Days and 1-Year Mortality in STEMI and Turndown Patients - Aleeha Iftikhar; Raymond R. Bond; Khaled Rjoob; Charles Knoery; Stephen J. Leslie; Anne McShane; Victoria McGilligan; Aaron J. Peace (Computing in Cardiology, CinC 2020, Rimini, Italy, September 13-16, 2020, 2020)

Improving the Detection of Acute Coronary Syndrome Using Machine Learning of Blood Biomarkers - Khaled Rjoob; Victoria McGilligan; Raymond R. Bond; Steven Watterson; Melody Chemaly; Roisin McAlister; Tiago De Melo Malaquias; Stephen J. Leslie; Charles Knoery; Aleeha Iftikhar; Anne McShane; Anthony Bjourson; et al. (Computing in Cardiology, CinC 2020, Rimini, Italy, September 13-16, 2020, 2020)

Unsupervised Machine Learning Elicits Patient Archetypes in a Primary Percutaneous Coronary Intervention Service - Aleeha Iftikhar; Raymond R. Bond; Victoria McGilligan; Khaled Rjoob; Stephen J. Leslie; Charles Knoery; Anne McShane; Aaron J. Peace (2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019, San Diego, CA, USA, November 18-21, 2019, 2019)

Predicting 30 days Mortality in STEMI Patients using Patient Referral Data to a Primary Percutaneous Coronary Intervention Service - Aleeha Iftikhar; Raymond R. Bond; Victoria McGilligan; Khaled Rjoob; Charles Knoery; Stephen J. Leslie; Anne McShane; Aaron J. Peace (2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019, San Diego, CA, USA, November 18-21, 2019, 2019)

Machine Learning Improves the Detection of Misplaced V1 and V2 Electrodes During 12-Lead Electrocardiogram Acquisition - Khaled Rjoob; Raymond R. Bond; Dewar D. Finlay; Victoria McGilligan; Stephen J. Leslie; Aleeha Iftikhar; Daniel Guldenring; Ali Rababah; Charles Knoery; Aaron J. Peace (46th Computing in Cardiology, CinC 2019, Singapore, September 8-11, 2019, 2019)

Role of dashboards in improving decision making in healthcare: Review of the literature - Aleeha Iftikhar; Raymond R. Bond; Victoria McGilligan; Stephen J. Leslie; Khaled Rjoob; Charles Knoery; Aaron J. Peace (Proceedings of the 31st European Conference on Cognitive Ergonomics, ECCE 2019, Belfast, UK, September 10-13, 2019, 2019)