Roman Bednarik

3.1k total citations
123 papers, 1.9k citations indexed

About

Roman Bednarik is a scholar working on Human-Computer Interaction, Computer Science Applications and Surgery. According to data from OpenAlex, Roman Bednarik has authored 123 papers receiving a total of 1.9k indexed citations (citations by other indexed papers that have themselves been cited), including 59 papers in Human-Computer Interaction, 23 papers in Computer Science Applications and 22 papers in Surgery. Recurrent topics in Roman Bednarik's work include Gaze Tracking and Assistive Technology (52 papers), Surgical Simulation and Training (21 papers) and Software Engineering Research (14 papers). Roman Bednarik is often cited by papers focused on Gaze Tracking and Assistive Technology (52 papers), Surgical Simulation and Training (21 papers) and Software Engineering Research (14 papers). Roman Bednarik collaborates with scholars based in Finland, Canada and Germany. Roman Bednarik's co-authors include Markku Tukiainen, Hana Vrzáková, Niko Myller, Shahram Eivazi, Michal Hradiš, Erkki Sutinen, Andrew Begel, Carsten Schulte, Bonita Sharif and Teresa Busjahn and has published in prestigious journals such as The Science of The Total Environment, IEEE Access and Journal of Alzheimer s Disease.

In The Last Decade

Roman Bednarik

116 papers receiving 1.8k citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Roman Bednarik Finland 23 718 505 435 274 272 123 1.9k
Mohamed Jemni Tunisia 23 424 0.6× 436 0.9× 672 1.5× 807 2.9× 163 0.6× 206 2.1k
Tassos A. Mikropoulos Greece 20 863 1.2× 260 0.5× 210 0.5× 488 1.8× 146 0.5× 62 1.7k
Maria De Marsico Italy 25 306 0.4× 565 1.1× 214 0.5× 121 0.4× 64 0.2× 137 2.2k
Leanne Hirshfield United States 16 533 0.7× 136 0.3× 168 0.4× 109 0.4× 453 1.7× 50 1.3k
Gökçe Akçayır Türkiye 10 902 1.3× 920 1.8× 222 0.5× 395 1.4× 63 0.2× 15 2.8k
Silvia Baldiris Spain 16 848 1.2× 807 1.6× 273 0.6× 468 1.7× 66 0.2× 88 2.3k
Jennifer Fromm Germany 7 1.3k 1.8× 310 0.6× 107 0.2× 443 1.6× 80 0.3× 14 1.9k
Carmelo Ardito Italy 19 652 0.9× 412 0.8× 308 0.7× 214 0.8× 131 0.5× 96 1.6k
Iulian Radu United States 19 1.0k 1.4× 583 1.2× 107 0.2× 361 1.3× 71 0.3× 49 2.0k
Νικόλαος Πέλλας Greece 23 775 1.1× 534 1.1× 433 1.0× 659 2.4× 47 0.2× 57 2.0k

Countries citing papers authored by Roman Bednarik

Since Specialization
Citations

This map shows the geographic impact of Roman Bednarik'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 Roman Bednarik with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Roman Bednarik more than expected).

Fields of papers citing papers by Roman Bednarik

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Roman Bednarik. 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 Roman Bednarik. The network helps show where Roman Bednarik may publish in the future.

Co-authorship network of co-authors of Roman Bednarik

This figure shows the co-authorship network connecting the top 25 collaborators of Roman Bednarik. A scholar is included among the top collaborators of Roman Bednarik 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 Roman Bednarik. Roman Bednarik is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Shah, Hasnain Ali, et al.. (2025). Eye tracking based detection of mild cognitive impairment: A review. Information Fusion. 122. 103202–103202. 1 indexed citations
2.
Shah, Hasnain Ali, et al.. (2025). Improving microsurgical suture training with automated phase recognition and skill assessment via deep learning. Computers in Biology and Medicine. 192(Pt B). 110238–110238.
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Vrzáková, Hana, Tuomas Rauramaa, Markku Hauta‐Kasari, et al.. (2023). Hyperspectral Imaging in Brain Tumor Surgery—Evidence of Machine Learning-Based Performance. World Neurosurgery. 175. e614–e635. 26 indexed citations
7.
Lee, Ahreum, et al.. (2023). Unpacking the Broad Landscape of Intraoperative Stressors for Clinical Personnel: A Mixed-Methods Systematic Review. Journal of Multidisciplinary Healthcare. Volume 16. 1953–1977. 1 indexed citations
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Bednarik, Roman, Teresa Busjahn, Agostino Gibaldi, et al.. (2020). EMIP: The eye movements in programming dataset. Science of Computer Programming. 198. 102520–102520. 22 indexed citations
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Bednarik, Roman, Teresa Busjahn, Carsten Schulte, & Sascha Tamm. (2016). Eye movements in programming: models to data : proceedings of the Third International Workshop. UEF eRepo (University of Eastern Finland). 1 indexed citations
11.
Bednarik, Roman, et al.. (2016). Programmers' experiences with working in the restricted-view mode as indications of parafoveal processing differences.. PPIG. 12. 1 indexed citations
12.
Bednarik, Roman, Teresa Busjahn, & Carsten Schulte. (2014). Eye Movements in Programming Education: Analyzing the Expert's Gaze : Proceedings of the First International Workshop. UEF eRepo (University of Eastern Finland).
13.
Bednarik, Roman, et al.. (2012). Gaze-augmented interaction improves problem-solving: new evidence from verbal protocols. Behaviour and Information Technology. 32(8). 836–844. 1 indexed citations
14.
Bednarik, Roman, et al.. (2012). Investigating the role of programmers' peripheral vision: a gaze-contingent tool and an experiment proposal.. PPIG. 14. 1 indexed citations
15.
Moreno, Andrés, Erkki Sutinen, Roman Bednarik, & Niko Myller. (2007). Conflictive animations as engaging learning tools. EMBO Molecular Medicine. 4(4). 203–206. 4 indexed citations
16.
Bednarik, Roman & Markku Tukiainen. (2007). Analysing and Interpreting Quantitative Eye-Tracking Data in Studies of Programming: Phases of Debugging with Multiple Representations.. PPIG. 13. 9 indexed citations
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Bednarik, Roman, et al.. (2006). The expanding focus of HCI. 405–408. 34 indexed citations
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Bednarik, Roman, Niko Myller, Erkki Sutinen, & Markku Tukiainen. (2005). Effects of Experience on Gaze Behavior during Program Animation. PPIG. 6. 6 indexed citations
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Bednarik, Roman, Niko Myller, Erkki Sutinen, & Markku Tukiainen. (2005). Applying Eye-Movement Tracking to Program Visualization. 302–304. 5 indexed citations
20.
Bednarik, Roman & Markku Tukiainen. (2004). Visual attention and representation switching in Java program debugging: a study using eye movement tracking.. PPIG. 16. 13 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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