Personal information

Activities

Employment (1)

University College Dublin: Dublin, IE

2021-12-01 to 2022-12-01 | Post-Doctoral Research Fellow (School of Computer Science)
Employment
Source: Self-asserted source
Anna Markella Antoniadi

Education and qualifications (3)

University College Dublin College of Science: Dublin, IE

2017-10-02 to 2021-09-27 | PhD in Computer Science (School of Computer Science)
Education
Source: Self-asserted source
Anna Markella Antoniadi

University of Glasgow: Glasgow, Glasgow, GB

2016-09 to 2017-11-28 | MSc in Biostatistics (School of Mathematics and Statistics)
Qualification
Source: Self-asserted source
Anna Markella Antoniadi

Athens University of Economics and Business: Athens, GR

2008-09-18 to 2016-05-30 | BSc in Computer Science (Department of Informatics)
Qualification
Source: Self-asserted source
Anna Markella Antoniadi

Funding (1)

The Application of Explainable Artificial Intelligence in Modelling Quality of Life and Caregiver Burden in Amyotrophic Lateral Sclerosis to Inform Clinical Decision-Making

2017-10 to 2021-09 | Grant
Science Foundation Ireland (Dublin, IE)
Source: Self-asserted source
Anna Markella Antoniadi

Works (9)

Student Sense of Belonging: The Role of Gender Identity and Minoritisation in Computing and Other Sciences

2023-01-30 | Conference paper
Contributors: Shamima Nasrin Runa; Anna Markella Antoniadi; Brett A. Becker; Catherine Mooney
Source: check_circle
Crossref

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

Applied Sciences
2022-10-13 | Journal article
Contributors: Yuhan Du; Anna Markella Antoniadi; Catherine McNestry; Fionnuala M. McAuliffe; Catherine Mooney
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Clinical Decision Support System for the Prediction of Quality of Life in ALS

Journal of Personalized Medicine
2022-03-10 | Journal article
Contributors: Anna Markella Antoniadi; Miriam Galvin; Mark Heverin; Lan Wei; Orla Hardiman; Catherine Mooney
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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

Applied Sciences
2021-05-31 | Journal article
Contributors: Anna Markella Antoniadi; Yuhan Du; Yasmine Guendouz; Lan Wei; Claudia Mazo; Brett A. Becker; Catherine Mooney
Source: check_circle
Crossref

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

Proceedings of the 36th Annual ACM Symposium on Applied Computing
2021-03-22 | Conference paper
Source: Self-asserted source
Anna Markella Antoniadi

Identifying Features That Are Predictive of Quality of Life in People With Amyotrophic Lateral Sclerosis

2020 IEEE International Conference on Healthcare Informatics (ICHI)
2020-11 | Conference poster
Source: Self-asserted source
Anna Markella Antoniadi

Using Patient Information for the Prediction of Caregiver Burden in Amyotrophic Lateral Sclerosis

Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics
2020-09-21 | Conference poster
Source: Self-asserted source
Anna Markella Antoniadi

Exploring Sense of Belonging in Computer Science Students

Proceedings of the 2020 ACM Conference on Innovation and Technology in Computer Science Education
2020-06-15 | Conference poster
Source: Self-asserted source
Anna Markella Antoniadi

Prediction of caregiver burden in amyotrophic lateral sclerosis: a machine learning approach using random forests applied to a cohort study

BMJ Open
2020-02 | Journal article
Part of ISSN: 2044-6055
Part of ISSN: 2044-6055
Source: Self-asserted source
Anna Markella Antoniadi
grade
Preferred source (of 2)‎