A comparison of explanations given by explainable artificial intelligence methods on analysing electronic health records J Duell, X Fan, B Burnett, G Aarts, SM Zhou 2021 IEEE EMBS International Conference on Biomedical and Health Informatics …, 2021 | 27 | 2021 |
Exmed: an ai tool for experimenting explainable ai techniques on medical data analytics M Kapcia, H Eshkiki, J Duell, X Fan, S Zhou, B Mora 2021 IEEE 33rd International Conference on Tools with Artificial …, 2021 | 9 | 2021 |
A comparative approach to explainable artificial intelligence methods in application to high-dimensional electronic health records: Examining the usability of xai JA Duell arXiv preprint arXiv:2103.04951, 2021 | 3 | 2021 |
Batch Integrated Gradients: Explanations for Temporal Electronic Health Records J Duell, X Fan, H Fu, M Seisenberger International Conference on Artificial Intelligence in Medicine, 120-124, 2023 | | 2023 |
Towards Polynomial Adaptive Local Explanations for Healthcare Classifiers J Duell, X Fan, M Seisenberger International Symposium on Methodologies for Intelligent Systems, 411-420, 2022 | | 2022 |