| 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 |
| An explainable machine learning-based clinical decision support system for prediction of gestational diabetes mellitus Y Du, AR Rafferty, FM McAuliffe, L Wei, C Mooney Scientific Reports 12 (1), 1170, 2022 | 56 | 2022 |
| Epileptic seizure detection in clinical EEGs using an XGBoost-based method L Wei, C Mooney 2020 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 1-6, 2020 | 20 | 2020 |
| Detection of spontaneous seizures in EEGs in multiple experimental mouse models of epilepsy L Wei, H Boutouil, RR Gerbatin, O Mamad, M Heiland, CR Reschke, ... Journal of Neural Engineering 18 (5), 056060, 2021 | 17 | 2021 |
| 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 |
| Random forest-based algorithm for sleep spindle detection in infant EEG L Wei, S Ventura, M Lowery, MA Ryan, S Mathieson, GB Boylan, ... 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 14 | 2020 |
| Spindle-AI: sleep spindle number and duration estimation in infant EEG L Wei, S Ventura, S Mathieson, GB Boylan, M Lowery, C Mooney IEEE Transactions on Biomedical Engineering 69 (1), 465-474, 2021 | 12 | 2021 |
| Deep-spindle: An automated sleep spindle detection system for analysis of infant sleep spindles L Wei, S Ventura, MA Ryan, S Mathieson, GB Boylan, M Lowery, ... Computers in Biology and Medicine 150, 106096, 2022 | 10 | 2022 |
| 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 |
| Transfer Learning-based Seizure Detection on Multiple Channels of Paediatric EEGs L Wei, C Mooney 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | 3 | 2023 |
| Investigating the need for pediatric-specific automatic seizure detection L Wei, C Mooney 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 1-3, 2022 | 3 | 2022 |
| XGboost-based Method for Seizure Detection in Mouse Models of Epilepsy L Wei, R Gerbatin, O Mamad, H Boutouil, C Reschke, M Lowery, ... 2020 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 1-3, 2020 | 3 | 2020 |
| A Machine Learning Approach for Sex and Age Classification of Paediatric EEGs L Wei, JC McHugh, C Mooney 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | 1 | 2023 |
| Investigating the Need for Pediatric-Specific Machine Learning Approaches for Seizure Detection in EEG L Wei, C Mooney 2023 11th International Conference on Bioinformatics and Computational …, 2023 | 1 | 2023 |
| Automatic detection and characterization of seizures and sleep spindles in electroencephalograms using machine learning L Wei University College Dublin. School of Computer Science, 2022 | 1 | 2022 |
| Pediatric and Adolescent Seizure Detection: A Machine Learning Approach Exploring the Influence of Age and Sex in Electroencephalogram Analysis L Wei, C Mooney BioMedInformatics 4 (1), 796-810, 2024 | | 2024 |
| Interictal Epileptiform Discharge Classification for the Prediction of Epilepsy Type in Children L Wei, JC Mchugh, C Mooney Proceedings of the 2023 10th International Conference on Biomedical and …, 2023 | | 2023 |
| Prediction of Epilepsy Phenotype in Intra-amygdala Kainic Acid Mouse Model of Epilepsy M Edoho, O Mamad, DC Henshall, C Mooney, L Wei Proceedings of the 2023 10th International Conference on Biomedical and …, 2023 | | 2023 |
| Automated Annotation of EEG in a Mouse Model of Epilepsy L Wei, R Gerbatin, CR Reschke, G Morris, DC Henshall, C Mooney | | |
Catherine MooneyAssociate Professor, School of Computer Science, University College DublinVerified email at ucd.ie
