André Carrington
Ottawa Hospital(CA)Ottawa Hospital Research InstituteInuit Tapiriit Kanatami(CA)
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Artificial Intelligence in Healthcare and Education, Digital Games and Media, Imbalanced Data Classification Techniques, Data-Driven Disease Surveillance
Most-Cited Works
- → Measuring the Quality of Explanations: The System Causability Scale (SCS)(2020)367 cited
- → A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms(2020)154 cited
- → Using deep-learning in fetal ultrasound analysis for diagnosis of cystic hygroma in the first trimester(2022)24 cited
- → Deep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation(2021)22 cited
- → Measuring the Quality of Explanations: The System Causability Scale (SCS). Comparing Human and Machine Explanations(2019)12 cited
- → Measures of Model Interpretability for Model Selection(2018)10 cited
- → A new Mercer sigmoid kernel for clinical data classification(2014)6 cited
- → Clinical Features, Non-Contrast CT Radiomic and Radiological Signs in Models for the Prediction of Hematoma Expansion in Intracerebral Hemorrhage(2023)3 cited
- Kernel Methods and Measures for Classification with Transparency, Interpretability and Accuracy in Health Care(2018)
- → The ROC Diagonal is Not Layperson’s Chance: A New Baseline Shows the Useful Area(2022)2 cited