Victoria McGilligan

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 12

Top Topics

Acute Coronary Syndrome

Decision Making

Evaluation Metrics

Machine Learning

Top Venues

Artif. Intell. Medicine

Publications

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
Machine learning and the electrocardiogram over two decades: Time series and meta-analysis of the algorithms, evaluation metrics and applications. Artif. Intell. Medicine 132 (2022)
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
Towards Explainable Artificial Intelligence and Explanation User Interfaces to Open the 'Black Box' of Automated ECG Interpretation. AVI-BDA/ITAVIS@AVI (2020)
Aleeha Iftikhar, Raymond R. Bond, Victoria McGilligan, Stephen J. Leslie, Anne McShane, Charles Knoery, Khaled Rjoob, Aaron J. Peace
Computational time series analysis of patient referrals to a primary percutaneous coronary intervention service. Health Informatics J. 26 (3) (2020)
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, Aaron J. Peace
Improving the Detection of Acute Coronary Syndrome Using Machine Learning of Blood Biomarkers. CinC (2020)
Aleeha Iftikhar, Raymond R. Bond, Khaled Rjoob, Charles Knoery, Stephen J. Leslie, Anne McShane, Victoria McGilligan, Aaron J. Peace
Machine Learning to Predict 30 Days and 1-Year Mortality in STEMI and Turndown Patients. CinC (2020)
Aleeha Iftikhar, Raymond R. Bond, Victoria McGilligan, Khaled Rjoob, Stephen J. Leslie, Charles Knoery, Anne McShane, Aaron J. Peace
Unsupervised Machine Learning Elicits Patient Archetypes in a Primary Percutaneous Coronary Intervention Service. BIBM (2019)
Khaled Rjoob, Raymond R. Bond, Dewar D. Finlay, Victoria McGilligan, Stephen J. Leslie, Aleeha Iftikhar, Daniel Guldenring, Ali Rababah, Charles Knoery, Aaron J. Peace
Machine Learning Improves the Detection of Misplaced V1 and V2 Electrodes During 12-Lead Electrocardiogram Acquisition. CinC (2019)
Andrew Parton, Victoria McGilligan, Melody Chemaly, Maurice O'Kane, Steven Watterson
New models of atherosclerosis and multi-drug therapeutic interventions. Bioinform. 35 (14) (2019)
Aleeha Iftikhar, Raymond R. Bond, Victoria McGilligan, Stephen J. Leslie, Khaled Rjoob, Charles Knoery, Aaron J. Peace
Role of dashboards in improving decision making in healthcare: Review of the literature. ECCE (2019)
Aleeha Iftikhar, Raymond R. Bond, Victoria McGilligan, Khaled Rjoob, Charles Knoery, Stephen J. Leslie, Anne McShane, Aaron J. Peace
Predicting 30 days Mortality in STEMI Patients using Patient Referral Data to a Primary Percutaneous Coronary Intervention Service. BIBM (2019)
Aleeha Iftikhar, Raymond R. Bond, Victoria McGilligan, Anne McShane, Aaron J. Peace
Interactive Technology to Aid Decision Making in Cardiac Care. ECCE (2019)
Andrew Parton, Victoria McGilligan, Maurice O'Kane, Francina R. Baldrick, Steven Watterson
Computational modelling of atherosclerosis. Briefings Bioinform. 17 (4) (2016)