| Measuring the quality of explanations: the system causability scale (SCS) comparing human and machine explanations A Holzinger, A Carrington, H Müller KI-Künstliche Intelligenz 34 (2), 193-198, 2020 | 381 | 2020 |
| Deep ROC Analysis and AUC as Balanced Average Accuracy, for Improved Classifier Selection, Audit and Explanation AM Carrington, DG Manuel, P Fieguth, TO Ramsay, V Osmani, B Wernly, ... IEEE Transactions on Pattern Analysis and Machine Intelligence 1, 2022 | 219* | 2022 |
| A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms AM Carrington, PW Fieguth, H Qazi, A Holzinger, HH Chen, F Mayr, ... BMC medical informatics and decision making 20, 1-12, 2020 | 162 | 2020 |
| Using deep-learning in fetal ultrasound analysis for diagnosis of cystic hygroma in the first trimester MC Walker, I Willner, OX Miguel, MSQ Murphy, D El-Chaâr, F Moretti, ... PLOS ONE 17 (6), 1-13, 2022 | 17 | 2022 |
| Measures of model interpretability for model selection A Carrington, P Fieguth, H Chen Machine Learning and Knowledge Extraction: Second IFIP TC 5, TC 8/WG 8.4, 8 …, 2018 | 14 | 2018 |
| A new mercer sigmoid kernel for clinical data classification AM Carrington, PW Fieguth, HH Chen 2014 36th Annual International Conference of the IEEE Engineering in …, 2014 | 11 | 2014 |
| Kernel methods and measures for classification with transparency, interpretability and accuracy in health care A Carrington University of Waterloo, 2018 | 6 | 2018 |
| Measuring the quality of explanations: The system causability scale (scs). Comparing human and machine explanations. KI-Künstliche Intelligenz (German J. Artif. Intell … A Holzinger, A Carrington, H Müller | 4 | |
| The ROC Diagonal is not Layperson’s Chance: a New Baseline Shows the Useful Area AM Carrington, PW Fieguth, F Mayr, ND James, A Holzinger, ... Machine Learning and Knowledge Extraction, Lecture Notes in Computer Science …, 2022 | 2 | 2022 |
| MRI graph parameters are longitudinal markers of neuronal integrity in multiple sclerosis M Hamwi, S Thebault, G Melkus, AM Auriat, A Pham, A Carrington, ... Multiple Sclerosis and Related Disorders 80, 105066, 2023 | | 2023 |
| Clinical Features, Non-Contrast CT Radiomic and Radiological Signs in Models for the Prediction of Hematoma Expansion in Intracerebral Hemorrhage ZF Chen, L Zhang, AM Carrington, R Thornhill, O Miguel, AM Auriat, ... Canadian Association of Radiologists Journal 74 (4), 713-722, 2023 | | 2023 |
| FAIR Access to Personal Health Information in Private and Public COVID-19 Health Applications A Carrington, DG Manuel, C Bennett Authorea Preprints, 2020 | | 2020 |
| Risk-stratification of emergency department syncope by artificial intelligence using machine learning: human, statistics or machine in CAEP/ACMU 2020 Scientific Abstracts L Grant, P Joo, A Carrington, MJ Nemnom, ... Canadian Journal of Emergency Medicine 22 (S1), S1-S1, 2020 | | 2020 |
