| Current challenges and future opportunities for XAI in machine learning-based clinical decision support systems: a systematic review AM Antoniadi, Y Du, Y Guendouz, L Wei, C Mazo, BA Becker, C Mooney Applied Sciences 11 (11), 5088, 2021 | 316 | 2021 |
| Prediction of caregiver burden in amyotrophic lateral sclerosis: a machine learning approach using random forests applied to a cohort study AM Antoniadi, M Galvin, M Heverin, O Hardiman, C Mooney BMJ open 10 (2), e033109, 2020 | 26 | 2020 |
| Exploring sense of belonging in computer science students C Mooney, A Antoniadi, I Karvelas, L Salmon, BA Becker Proceedings of the 2020 ACM Conference on Innovation and Technology in …, 2020 | 23 | 2020 |
| Prediction of caregiver quality of life in amyotrophic lateral sclerosis using explainable machine learning AM Antoniadi, M Galvin, M Heverin, O Hardiman, C Mooney Scientific Reports 11 (1), 12237, 2021 | 17 | 2021 |
| The role of xai in advice-taking from a clinical decision support system: A comparative user study of feature contribution-based and example-based explanations Y Du, AM Antoniadi, C McNestry, FM McAuliffe, C Mooney Applied Sciences 12 (20), 10323, 2022 | 15 | 2022 |
| Machine learning-based clinical decision support systems for pregnancy care: a systematic review Y Du, C McNestry, L Wei, AM Antoniadi, FM McAuliffe, C Mooney International Journal of Medical Informatics 173, 105040, 2023 | 14 | 2023 |
| Development of an explainable clinical decision support system for the prediction of patient quality of life in amyotrophic lateral sclerosis AM Antoniadi, M Galvin, M Heverin, O Hardiman, C Mooney Proceedings of the 36th Annual ACM Symposium on Applied Computing, 594-602, 2021 | 11 | 2021 |
| A clinical decision support system for the prediction of quality of life in ALS AM Antoniadi, M Galvin, M Heverin, L Wei, O Hardiman, C Mooney Journal of Personalized Medicine 12 (3), 435, 2022 | 8 | 2022 |
| Prediction of quality of life in people with ALS: On the road towards explainable clinical decision support AM Antoniadi, M Galvin, M Heverin, O Hardiman, C Mooney ACM SIGAPP Applied Computing Review 21 (2), 5-17, 2021 | 6 | 2021 |
| Student Sense of Belonging: The Role of Gender Identity and Minoritisation in Computing and Other Sciences SN Runa, AM Antoniadi, BA Becker, C Mooney Proceedings of the 25th Australasian Computing Education Conference, 87-96, 2023 | 5 | 2023 |
| Identifying features that are predictive of quality of life in people with amyotrophic lateral sclerosis AM Antoniadi, M Galvin, M Heverin, O Hardiman, C Mooney 2020 IEEE International Conference on Healthcare Informatics (ICHI), 1-2, 2020 | 4 | 2020 |
| Using patient information for the prediction of caregiver burden in amyotrophic lateral sclerosis A Antoniadi, M Galvin, M Heverin, O Hardiman, C Mooney Proceedings of the 11th ACM International Conference on Bioinformatics …, 2020 | 2 | 2020 |
| The Multi-Dimensional Process of Developing a Clinical Decision Support System Using Machine Learning AM Antoniadi, C Mooney | 1 | |
| The Application of Explainable Artificial Intelligence in Modelling Quality of Life and Caregiver Burden in Amyotrophic Lateral Sclerosis to Inform Clinical Decision-making AM Antoniadi University College Dublin, 2021 | | 2021 |
| Supplementary Data The prediction of caregiver burden in Amyotrophic Lateral Sclerosis: A machine learning approach using Random Forests applied to a cohort study AM Antoniadi, M Galvin, M Heverin, O Hardiman, C Mooney | | |
Catherine MooneyAssociate Professor, School of Computer Science, University College DublinVerified email at ucd.ie
