Aaron J. Peace

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 15

Top Topics

Acute Coronary Syndrome

Machine Learning

Patient Monitoring

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)
Jonathan Currie, Raymond R. Bond, Paul J. McCullagh, Pauline Black, Dewar D. Finlay, Stephen Gallagher, Peter Kearney, Aaron J. Peace, Danail Stoyanov, Colin D. Bicknell, Stephen J. Leslie, Anthony G. Gallagher
Wearable technology-based metrics for predicting operator performance during cardiac catheterisation. Int. J. Comput. Assist. Radiol. Surg. 14 (4) (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)
Jonathan Currie, Raymond R. Bond, Paul J. McCullagh, Pauline Black, Dewar D. Finlay, Aaron J. Peace
Eye Tracking the Visual Attention of Nurses Interpreting Simulated Vital Signs Scenarios: Mining Metrics to Discriminate Between Performance Level. IEEE Trans. Hum. Mach. Syst. 48 (2) (2018)
Andrew W. Cairns, Raymond R. Bond, Dewar D. Finlay, Daniel Guldenring, Aaron J. Peace, Fabio Badilini, Guido Libretti
Parsing HL7 aECG Files and Segmenting Leads for Interactive Progressive-based Interpretation of the 12-Lead Electrocardiogram. CinC (2017)
Andrew W. Cairns, Raymond R. Bond, Dewar D. Finlay, Cathal Breen, Daniel Guldenring, Robert L. Gaffney, Anthony G. Gallagher, Aaron J. Peace, Pat Henn
A computer-human interaction model to improve the diagnostic accuracy and clinical decision-making during 12-lead electrocardiogram interpretation. J. Biomed. Informatics 64 (2016)
Jonathan Currie, Raymond R. Bond, Paul J. McCullagh, Pauline Black, Dewar D. Finlay, Aaron J. Peace
An Eye-Tracking Assessment of Coronary Care Nurses during the Interpretation of Patient Monitoring Scenarios. CinC (2016)
Andrew W. Cairns, Raymond R. Bond, Dewar D. Finlay, Cathal Breen, Daniel Guldenring, Robert L. Gaffney, Patrick Henn, Aaron J. Peace
Interactive Progressive-based Approach to Aid the Human Interpretation of the 12-lead Electrocardiogram. CinC (2015)