Antoniadi, Anna Markella

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

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

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