Anna Markella Antoniadi

773 total citations · 1 hit paper
12 papers, 499 citations indexed

About

Anna Markella Antoniadi is a scholar working on Neurology, Artificial Intelligence and Genetics. According to data from OpenAlex, Anna Markella Antoniadi has authored 12 papers receiving a total of 499 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Neurology, 4 papers in Artificial Intelligence and 3 papers in Genetics. Recurrent topics in Anna Markella Antoniadi's work include Amyotrophic Lateral Sclerosis Research (5 papers), Machine Learning in Healthcare (4 papers) and Artificial Intelligence in Healthcare and Education (3 papers). Anna Markella Antoniadi is often cited by papers focused on Amyotrophic Lateral Sclerosis Research (5 papers), Machine Learning in Healthcare (4 papers) and Artificial Intelligence in Healthcare and Education (3 papers). Anna Markella Antoniadi collaborates with scholars based in Ireland. Anna Markella Antoniadi's co-authors include Catherine Mooney, Yuhan Du, Lan Wei, Brett A. Becker, Claudia Mazo, Orla Hardiman, Miriam Galvin, Mark Heverin, Fionnuala M. McAuliffe and Lána Salmon and has published in prestigious journals such as Scientific Reports, BMJ Open and Applied Sciences.

In The Last Decade

Anna Markella Antoniadi

12 papers receiving 490 citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

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

2021 347 citations Anna Markella Antoniadi, Yuhan Du et al. Applied Sciences profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Anna Markella Antoniadi Ireland	9	248	157	61	59	27	12	499
Yuhan Du Ireland	6	273 1.1×	167 1.1×	69 1.1×	78 1.3×	23 0.9×	9	510
Abhimanyu S. Ahuja United States	9	121 0.5×	254 1.6×	212 3.5×	65 1.1×	18 0.7×	30	704
Claudia Mazo Ireland	9	332 1.3×	170 1.1×	159 2.6×	63 1.1×	28 1.0×	21	624
Dana Moukheiber United States	8	138 0.6×	174 1.1×	94 1.5×	34 0.6×	33 1.2×	15	432
Afnan Almuhanna Saudi Arabia	5	113 0.5×	212 1.4×	118 1.9×	45 0.8×	10 0.4×	27	434
Kay Li Canada	9	295 1.2×	288 1.8×	156 2.6×	30 0.5×	19 0.7×	18	591
Laura Vardoulakis United States	7	211 0.9×	157 1.0×	122 2.0×	53 0.9×	38 1.4×	10	515
Changyu Wang United States	6	208 0.8×	450 2.9×	204 3.3×	45 0.8×	22 0.8×	12	764
Michele Salvagno Italy	8	173 0.7×	321 2.0×	132 2.2×	11 0.2×	42 1.6×	35	620
Jenny Krutzinna Norway	8	126 0.5×	125 0.8×	59 1.0×	32 0.5×	51 1.9×	22	461

Countries citing papers authored by Anna Markella Antoniadi

Since Specialization

Citations

This map shows the geographic impact of Anna Markella Antoniadi's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Anna Markella Antoniadi with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Anna Markella Antoniadi more than expected).

Fields of papers citing papers by Anna Markella Antoniadi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Anna Markella Antoniadi. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Anna Markella Antoniadi. The network helps show where Anna Markella Antoniadi may publish in the future.

Co-authorship network of co-authors of Anna Markella Antoniadi

This figure shows the co-authorship network connecting the top 25 collaborators of Anna Markella Antoniadi. A scholar is included among the top collaborators of Anna Markella Antoniadi based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Anna Markella Antoniadi. Anna Markella Antoniadi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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12 of 12 papers shown

Antoniadi, Anna Markella, et al.. (2023). Student Sense of Belonging: The Role of Gender Identity and Minoritisation in Computing and Other Sciences. 87–96. 9 indexed citations

Du, Yuhan, et al.. (2023). Machine learning-based clinical decision support systems for pregnancy care: A systematic review. International Journal of Medical Informatics. 173. 105040–105040. 30 indexed citations

Antoniadi, Anna Markella, Miriam Galvin, Mark Heverin, et al.. (2022). A Clinical Decision Support System for the Prediction of Quality of Life in ALS. Journal of Personalized Medicine. 12(3). 435–435. 12 indexed citations

Du, Yuhan, et al.. (2022). 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. 12(20). 10323–10323. 20 indexed citations

Antoniadi, Anna Markella, Yuhan Du, Lan Wei, et al.. (2021). Current Challenges and Future Opportunities for XAI in Machine Learning-Based Clinical Decision Support Systems: A Systematic Review. Applied Sciences. 11(11). 5088–5088. 347 indexed citations breakdown →

Antoniadi, Anna Markella, Miriam Galvin, Mark Heverin, Orla Hardiman, & Catherine Mooney. (2021). Development of an explainable clinical decision support system for the prediction of patient quality of life in amyotrophic lateral sclerosis. Research Repository UCD (University College Dublin). 594–602. 9 indexed citations

Antoniadi, Anna Markella, Miriam Galvin, Mark Heverin, Orla Hardiman, & Catherine Mooney. (2021). Prediction of caregiver quality of life in amyotrophic lateral sclerosis using explainable machine learning. Scientific Reports. 11(1). 12237–12237. 19 indexed citations

Antoniadi, Anna Markella, Miriam Galvin, Mark Heverin, Orla Hardiman, & Catherine Mooney. (2021). Prediction of quality of life in people with ALS. ACM SIGAPP Applied Computing Review. 21(2). 5–17. 4 indexed citations

Antoniadi, Anna Markella, Miriam Galvin, Mark Heverin, Orla Hardiman, & Catherine Mooney. (2020). Prediction of caregiver burden in amyotrophic lateral sclerosis: a machine learning approach using random forests applied to a cohort study. BMJ Open. 10(2). e033109–e033109. 21 indexed citations

10.

Antoniadi, Anna Markella, Miriam Galvin, Mark Heverin, Orla Hardiman, & Catherine Mooney. (2020). Identifying Features That Are Predictive of Quality of Life in People With Amyotrophic Lateral Sclerosis. 1–2. 4 indexed citations

11.

Mooney, Catherine, et al.. (2020). Exploring Sense of Belonging in Computer Science Students. Research Repository UCD (University College Dublin). 563–563. 22 indexed citations

12.

Antoniadi, Anna Markella, Miriam Galvin, Mark Heverin, Orla Hardiman, & Catherine Mooney. (2020). Using Patient Information for the Prediction of Caregiver Burden in Amyotrophic Lateral Sclerosis. Research Repository UCD (University College Dublin). 1–1. 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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