Mooney, Catherine

Current Challenges and Future Opportunities for XAI in Machine Learning-Based Clinical Decision Support Systems: A Systematic Review

Antoniadi, A. M., Du, Y., Guendouz, Y., Wei, L., Mazo, C., Becker, B. A., & Mooney, C. (2021) · Applied Sciences

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 629

An explainable machine learning-based clinical decision support system for prediction of gestational diabetes mellitus

Du, Y., Rafferty, A. R., McAuliffe, F. M., Wei, L., & Mooney, C. (2022) · Scientific Reports

Artificial Intelligence in HealthcareGestational Diabetes Research and Management

Cited by 128

microRNA targeting of the P2X7 purinoceptor opposes a contralateral epileptogenic focus in the hippocampus

Jimenez-Mateos, E. M., Arribas-Blazquez, M., Sanz-Rodriguez, A., Concannon, C., Olivos-Ore, L. A., Reschke, C. R., Mooney, C. M., Mooney, C., Lugara, E., Morgan, J., et al. (2015) · Scientific Reports

Epilepsy research and treatmentAdenosine and Purinergic Signaling

Cited by 103

Effective compiler error message enhancement for novice programming students

Becker, B. A., Glanville, G., Iwashima, R., McDonnell, C., Goslin, K., & Mooney, C. (2016) · Computer Science Education

Teaching and Learning ProgrammingSoftware Engineering Research

Cited by 101

On Designing Programming Error Messages for Novices: Readability and its Constituent Factors

Denny, P., Prather, J., Becker, B. A., Mooney, C., Homer, J., Albrecht, Z. C., & Powell, G. B. (2021) · Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems

Teaching and Learning ProgrammingSoftware Engineering Research

Cited by 60

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

Du, Y., Antoniadi, A. M., McNestry, C., McAuliffe, F. M., & Mooney, C. (2022) · Applied Sciences

Explainable Artificial Intelligence (XAI)Artificial Intelligence in Healthcare and Education

Cited by 47

Brain cell-specific origin of circulating microRNA biomarkers in experimental temporal lobe epilepsy

Brindley, E., Heiland, M., Mooney, C., Diviney, M., Mamad, O., Hill, T. D. M., Yan, Y., Venø, M. T., Reschke, C. R., Batool, A., et al. (2023) · Frontiers in Molecular Neuroscience

MicroRNA in disease regulationEpilepsy research and treatment

Cited by 21

Development of an explainable clinical decision support system for the prediction of patient quality of life in amyotrophic lateral sclerosis

Antoniadi, A. M., Galvin, M., Heverin, M., Hardiman, O., & Mooney, C. (2021) · Proceedings of the 36th Annual ACM Symposium on Applied Computing

Amyotrophic Lateral Sclerosis ResearchArtificial Intelligence in Healthcare

Cited by 12

Shared and distinct microRNA profiles between HT22, N2A and SH-SY5Y cell lines and primary mouse hippocampal neurons

Murphy, R., Villegas-Salmerón, J., Sanz-Rodriguez, A., Engel, T., Mooney, C., Henshall, D. C., & Jimenez-Mateos, E. M. (2025) · PLOS One

MicroRNA in disease regulationNeurogenesis and neuroplasticity mechanisms

Cited by 3