What do we mean by complex percutaneous coronary intervention? An assessment of agreement amongst interventional cardiologists for defining complexity
Rjoob, Khaled, McGilligan, Victoria, McAllister, Roisin, Bond, Raymond, Doolub, Gemina, Leslie, Stephen J., Manktelow, Matthew, Knoery, Charles, Shand, James, Iftikhar, Aleeha, McShane, Anne, Mamas, Mamas A., Peace, Aaron
Published in Catheterization and cardiovascular interventions (01.07.2023)
Published in Catheterization and cardiovascular interventions (01.07.2023)
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Journal Article
Data driven feature selection and machine learning to detect misplaced V1 and V2 chest electrodes when recording the 12‑lead electrocardiogram
Rjoob, Khaled, MSc, Bond, Raymond, PhD, Finlay, Dewar, PhD, McGilligan, Victoria, PhD, Leslie, Stephen J., PhD, Iftikhar, Aleeha, MSc, Guldenring, Daniel, PhD, Rababah, Ali, MSc, Knoery, Charles, MSc, McShane, Anne, MSc, Peace, Aaron, PhD
Published in Journal of electrocardiology (01.11.2019)
Published in Journal of electrocardiology (01.11.2019)
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Journal Article
An exploratory analysis investigating blood protein biomarkers to augment ECG diagnosis of ACS
McGilligan, Victoria, PhD, Watterson, Steven, PhD, Rjoob, Khaled, MSc, Chemaly, Melody, PhD, Bond, Raymond, PhD, Iftikhar, Aleeha, MSc, Knoery, Charles, MD, Leslie, Stephen J., MD, PhD, McShane, Anne, MSc, Bjourson, Anthony, PhD, Peace, Aaron, MD, PhD
Published in Journal of electrocardiology (01.11.2019)
Published in Journal of electrocardiology (01.11.2019)
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Journal Article
Machine learning and the electrocardiogram over two decades: Time series and meta-analysis of the algorithms, evaluation metrics and applications
Rjoob, Khaled, Bond, Raymond, Finlay, Dewar, McGilligan, Victoria, Leslie, Stephen J., Rababah, Ali, Iftikhar, Aleeha, Guldenring, Daniel, Knoery, Charles, McShane, Anne, Peace, Aaron, Macfarlane, Peter W.
Published in Artificial intelligence in medicine (01.10.2022)
Published in Artificial intelligence in medicine (01.10.2022)
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Journal Article
Machine learning techniques for detecting electrode misplacement and interchanges when recording ECGs: A systematic review and meta-analysis
Rjoob, Khaled, Bond, Raymond, Finlay, Dewar, McGilligan, Victoria, Leslie, Stephen J., Rababah, Ali, Guldenring, Daniel, Iftikhar, Aleeha, Knoery, Charles, McShane, Anne, Peace, Aaron
Published in Journal of electrocardiology (01.09.2020)
Published in Journal of electrocardiology (01.09.2020)
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Journal Article
“What was AI thinking?”: Explainable deep learning in reading of 12-lead ECGs for detecting V1 and V2 electrode misplacement
Rjoob, Khaled, Bond, Raymond, Finlay, Dewar, McGilligan, Victoria, Leslie, Stephen J., Guldenring, Daniel, Rababah, Ali, Iftikhar, Aleeha, Knoery, Charles, McShane, Anne, Peace, Aaron
Published in Journal of electrocardiology (01.11.2021)
Published in Journal of electrocardiology (01.11.2021)
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Journal Article
Using latent class analysis to identify clinical features of patients with occlusive myocardial infarction: Preangiogram prediction remains difficult
Knoery, Charles, McEwan, Katie. A., Manktelow, Matthew, Watt, Jonathan, Smith, Jamie, Iftikhar, Aleeha, Rjoob, Khaled, Bond, Raymond, McGilligan, Victoria, Peace, Aaron, McShane, Anne, Heaton, Janet, Leslie, Stephen J.
Published in Clinical cardiology (Mahwah, N.J.) (01.02.2022)
Published in Clinical cardiology (Mahwah, N.J.) (01.02.2022)
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Journal Article
Reliable Deep Learning-Based Detection of Misplaced Chest Electrodes During Electrocardiogram Recording: Algorithm Development and Validation
Rjoob, Khaled, Bond, Raymond, Finlay, Dewar, McGilligan, Victoria, J Leslie, Stephen, Rababah, Ali, Iftikhar, Aleeha, Guldenring, Daniel, Knoery, Charles, McShane, Anne, Peace, Aaron
Published in JMIR medical informatics (16.04.2021)
Published in JMIR medical informatics (16.04.2021)
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Journal Article
Computational time series analysis of patient referrals to a primary percutaneous coronary intervention service
Iftikhar, Aleeha, Bond, Raymond R, McGilligan, Victoria, Leslie, Stephen J, McShane, Anne, Knoery, Charles, Rjoob, Khaled, Peace, Aaron
Published in Health informatics journal (01.09.2020)
Published in Health informatics journal (01.09.2020)
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Journal Article
Comparing Single-Page, Multipage, and Conversational Digital Forms in Health Care: Usability Study
Iftikhar, Aleeha, Bond, Raymond R, McGilligan, Victoria, Leslie, Stephen J, Rjoob, Khaled, Knoery, Charles, Quigg, Ciara, Campbell, Ryan, Boyd, Kyle, McShane, Anne, Peace, Aaron
Published in JMIR human factors (26.05.2021)
Published in JMIR human factors (26.05.2021)
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Journal Article
Human-Computer Agreement of Electrocardiogram Interpretation for Patients Referred to and Declined for Primary Percutaneous Coronary Intervention: Retrospective Data Analysis Study
Iftikhar, Aleeha, Bond, Raymond, Mcgilligan, Victoria, Leslie, Stephen J, Knoery, Charles, Shand, James, Ramsewak, Adesh, Sharma, Divyesh, McShane, Anne, Rjoob, Khaled, Peace, Aaron
Published in JMIR medical informatics (02.03.2021)
Published in JMIR medical informatics (02.03.2021)
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Journal Article
Towards Explainable Artificial Intelligence and Explanation User Interfaces to Open the ‘Black Box’ of Automated ECG Interpretation
Rjoob, Khaled, Bond, Raymond, Finlay, Dewar, McGilligan, Victoria, Leslie, Stephen J., Rababah, Ali, Iftikhar, Aleeha, Guldenring, Daniel, Knoery, Charles, McShane, Anne, Peace, Aaron
Published in Advanced Visual Interfaces. Supporting Artificial Intelligence and Big Data Applications (2021)
Published in Advanced Visual Interfaces. Supporting Artificial Intelligence and Big Data Applications (2021)
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Book Chapter
Unsupervised Machine Learning Elicits Patient Archetypes in a Primary Percutaneous Coronary Intervention Service
Iftikhar, Aleeha, Bond, Raymond, McGilligan, Victoria, Rjoob, Khaled, Leslie, Stephen J, Knoery, Charles, McShane, Anne, Peace, Aaron
Published in 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01.11.2019)
Published in 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01.11.2019)
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Conference Proceeding
Predicting 30 days Mortality in STEMI Patients using Patient Referral Data to a Primary Percutaneous Coronary Intervention Service
Iftikhar, Aleeha, Bond, Raymond, McGilligan, Victoria, Rjoob, Khaled, Knoery, Charles, Leslie, Stephen J, McShane, Anne, Peace, Aaron
Published in 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01.11.2019)
Published in 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (01.11.2019)
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Conference Proceeding
Machine Learning to Predict 30 Days and 1-Year Mortality in STEMI and Turndown Patients
Iftikhar, Aleeha, Bond, Raymond R, Rjoob, Khaled, Knoery, Charles, Leslie, Stephen J, McShane, Anne, McGilligan, Victoria, Peace, Aaron
Published in 2020 Computing in Cardiology (13.09.2020)
Published in 2020 Computing in Cardiology (13.09.2020)
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Conference Proceeding
Early identification and management of CPE risk in the emergency department
Mcshane, Jo-Anne, Maclean, Andrew, Houston, Leanne, Marquand, Helen, Smith, Madeleine, O'Reilly, Mary
Published in Infection, disease & health (01.11.2017)
Published in Infection, disease & health (01.11.2017)
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Journal Article
Identifying potential influenza patients in a metropolitan emergency department
Mcshane, Jo-Anne, Maclean, Andrew, Houston, Leanne, Marquand, Helen, Smith, Madeleine, O'Reilly, Mary
Published in Infection, disease & health (01.11.2017)
Published in Infection, disease & health (01.11.2017)
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Journal Article