| 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 | 172 | 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 | 32 | 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 | 13 | 2020 |
| 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 | 13 | 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 | 8 | 2021 |
| 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 | 8 | 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 | 5 | 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, 105040, 2023 | 3 | 2023 |
| 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 | 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 | 2 | 2020 |
| 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 | 1 | 2022 |
| 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 | | 2023 |
| Automatic detection and characterization of seizures and sleep spindles in electroencephalograms L Wei Wei, Lan.“Automatic Detection and Characterization of Seizures and Sleep …, 2022 | | 2022 |
| Automatic detection and characterization of seizures and sleep spindles in electroencephalograms using machine learning L Wei University College Dublin. School of Computer Science, 2022 | | 2022 |
| Transfer Learning-based Seizure Detection on Multiple Channels of Paediatric EEGs L Wei, C Mooney | | |
| A Machine Learning Approach for Sex and Age Classification of Paediatric EEGs L Wei, JC McHugh, C Mooney | | |
| 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 Dublin在 ucd.ie 的电子邮件经过验证
