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

Effect of Segmentation Uncertainty on the ECGI Inverse Problem Solution and Source Localization. - Gassa, Narimane; Boonstra, Machteld J.; Ondrusova, Beata; Svehlíková, Jana; Brooks, Dana H.; Narayan, Akil; Rababah, Ali S.; Dam, Peter M. van; MacLeod, Rob S.; Tate, Jess D.; Zemzemi, Nejib (2022)

Influence of the Training Set Size on the Subject-to-Subject Variability of the Estimation Performance of Linear ECG-Lead Transformations. - Guldenring, Daniel; Rababah, Ali; Finlay, Dewar D.; Bond, Raymond R.; Kennedy, Alan; Doggart, Peter; McLaughlin, James (2022)

The Effect of Segmentation Variability in Forward ECG Simulation. - Ondrusova, Beata; Boonstra, Machteld J.; Svehlíková, Jana; Brooks, Dana H.; Dam, Peter M. van; Rababah, Ali S.; Narayan, Akil; MacLeod, Rob S.; Zemzemi, Nejib; Tate, Jess D. (2022)

The effect of interpolating low amplitude leads on the inverse reconstruction of cardiac electrical activity. - Rababah, Ali S.; Bear, Laura R.; Dogrusoz, Yesim Serinagaoglu; Good, Wilson; Bergquist, Jake; Stoks, Job; MacLeod, Rob S.; Rjoob, Khaled; Jennings, Michael; McLaughlin, James; Finlay, Dewar D. (Comput. Biol. Medicine, 2021)

Impact of baseline drift removal on ECG beat classification and alignment. - Bear, Laura R.; Svehlíková, Jana; Bergquist, Jake A.; Good, Wilson W.; Rababah, Ali; Coll-Font, Jaume; MacLeod, Robert S.; Dam, Eelco van; Dubois, Rémi (2021)

Estimating the Minimal Size of Training Datasets Required for the Development of Linear ECG-Lead Transformations. - Guldenring, Daniel; Rababah, Ali; Finlay, Dewar D.; Bond, Raymond R.; Kennedy, Alan; Jennings, Michael; Rjoob, Khaled; McLaughlin, James (2021)

Coefficients for the Derivation of an ST Sensitive Patch Based Lead System from the 12 Lead Electrocardiogram. - Jennings, Michael R.; Rababah, Ali S.; Güldenring, Daniel; McLaughlin, James; Finlay, Dewar D. (2021)

Towards Explainable Artificial Intelligence and Explanation User Interfaces to Open the 'Black Box' of Automated ECG Interpretation. - Rjoob, Khaled; Bond, Raymond R.; Finlay, Dewar D.; McGilligan, Victoria; Leslie, Stephen J.; Rababah, Ali; Iftikhar, Aleeha; Guldenring, Daniel; Knoery, Charles; McShane, Anne; Peace, Aaron J. (2020)

Regression or Pseudo-Inverse - Which Method Should be Preferred When Developing Inverse Linear ECG-Lead Transformations? - Guldenring, Daniel; Rababah, Ali; Finlay, Dewar D.; Bond, Raymond R.; Kennedy, Alan; Jennings, Michael; Rjoob, Khaled; McLaughlin, James (2020)

Coefficients for the Derivation of Posterior and Right Sided Chest Leads From the 12-lead Electrocardiogram. - Jennings, Michael R.; Rababah, Ali S.; Biglarbeigi, Pardis; Brisk, Rob; Güldenring, Daniel; Bond, Raymond R.; McLaughlin, James; Finlay, Dewar D. (2020)

Effects of Interpolation on the Inverse Problem of Electrocardiography. - Dogrusoz, Yesim Serinagaoglu; Bear, Laura R.; Bergquist, Jake; Dubois, Rémi; Good, Wilson; MacLeod, Robert S.; Rababah, Ali; Stoks, Job (2019)

ST Changes Observed in Short Spaced Bipolar Leads Suitable for Patch Based Monitoring. - Jennings, Michael R.; Guldenring, Daniel; Bond, Raymond R.; Rababah, Ali; McLaughlin, James; Finlay, Dewar D. (2019)

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

Interpolating Low Amplitude ECG Signals Combined with Filtering According to International Standards Improves Inverse Reconstruction of Cardiac Electrical Activity. - Rababah, Ali; Finlay, Dewar D.; Bear, Laura; Bond, Raymond R.; Rjoob, Khaled; McLaughlin, James (2019)

An Adaptive Laplacian Based Interpolation Algorithm for Noise Reduction in Body Surface Potential Maps. - Rababah, Ali; Finlay, Dewar D.; Guldenring, Daniel; Bond, Raymond R.; McLaughlin, James (2018)