| 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 | 48 | 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 | 15 | 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 | 5 | 2023 |
| 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 | 4 | 2021 |
| A formal introduction to batch-integrated gradients for temporal explanations J Duell, M Seisenberger, T Zhong, H Fu, X Fan 2023 IEEE 35th International Conference on Tools with Artificial …, 2023 | 1 | 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 | 1 | 2022 |
| QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations J Duell, H Fu, M Seisenberger, X Fan arXiv preprint arXiv:2402.17516, 2024 | | 2024 |
| Counterfactual-Integrated Gradients: Counterfactual Feature Attribution for Medical Records J Duell, M Seisenberger, X Fan 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2023 | | 2023 |
| A Comparison of Global Explanations Given on Electronic Health Records J Duell, M Seisenberger, X Fan International Conference on Intelligent Autonomous Systems, 413-424, 2023 | | 2023 |
| Explaining Incomplete Data: Interpretable Imputation for Continuous Features in Electronic Health Records J Duell, M Seisenberger, X Fan Available at SSRN 4640047, 0 | | |
Xiuyi FanNanyang Technological UniversityVerified email at ntu.edu.sg
