Biography
I am a Lecturer in Computer Science and a health data scientist. In my research, I employ artificial intelligence methods to improve the delivery of healthcare services. I have extensive experience in leading innovative online and blended courses, including MOOCs and upskilling courses for professionals.
Prior to joining the University of ºÚÁϳԹÏÍø in 2020, I was a Senior Researcher and a Teaching and Research Fellow at the University of Edinburgh, where I also obtained Ìýmy PhD.Ìý
I am a Fellow of the Higher Education Academy and a member of the .Ìý
Teaching
I currently teach on:
- CS5044: Information Visualisation
- CS5040: Human Computer Interaction Principles and Methods
Research areas
In my research I employ artificial intelligence methods to improve the delivery of healthcare services. I am particularly interested in AI-enabled process modelling and mining, workflow analysis, data visualisation and their applications in healthcare.Ìý
Examples of projects that I have been involved in include: the analysis of disease trajectories of multimorbidity with the use of data science methods; the use of routinely collected data to improve patient flow through hospital; and advanced data visualisation to communicate key medical messages extracted from cancer data.
PhD supervision
- XinyaÌýGong
- GenÌýLi
- ThuÌýNguyen
- TilciaÌýWoodville-Price
Selected publications
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Open access
Kirkwood, J. R., Galloway, N., Lindsay, R. S., Manataki, A., Wake, D. J. & Reynolds, R. M., 1 Feb 2026, In: Diabetic Medicine. 43, 2, 11 p., e70171.
Research output: Contribution to journal › Review article › peer-review
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Open access
Petrov, D., Nguyen, T., Manataki, A. & McCowan, C., 28 Mar 2025, Process mining workshops: ICPM 2024 international workshops, Lyngby, Denmark, October 14–18, 2024, revised selected papers. Delgado, A. & Slaats, T. (eds.). Cham: Springer Nature Switzerland AG, p. 460-472 13 p. (Lecture notes in business information processing; vol. 533).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Open access
Dunn, S., Manataki, A., Capel, T. & Bach, B., 30 Dec 2025, 2025 IEEE visualization conference – short papers. Piscataway, NJ: IEEE Computer Society, p. 286-290 5 p. (IEEE visualization conference proceedings).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Open access
Lin, A., Manataki, A. & Miguel, A., 17 Oct 2025, Proceedings of the 2025 IEEE international conference on advanced learning technologies (ICALT). Chang, M., Chen, S., Kuo, R., Sampson, D., Tlili, A. & Tsai, P.-S. (eds.). Piscataway, NJ: IEEE Computer Society, p. 101-103 3 p. 11194855. (IEEE International Conference on Advanced Learning Technologies (ICALT)).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Open access
Bach, B., Keck, M., Rajabiyazdi, F., Losev, T., Meirelles, I., Dykes, J., Laramee, R. S., AlKadi, M., Stoiber, C., Huron, S., Perin, C., Morais, L., Aigner, W., Kosminsky, D., Boucher, M., Knudsen, S., Manataki, A., Aerts, J., Hinrichs, U. & Roberts, J. C. & 1 others, , Jan 2024, In: IEEE Transactions on Visualization and Computer Graphics. 30, 1, p. 649-660
Research output: Contribution to journal › Article › peer-review
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Open access
Rohani, N., Rohani, B. & Manataki, A., 17 Oct 2024, In: Journal of Educational Data Mining. 16, 2, p. 32-57 26 p.
Research output: Contribution to journal › Article › peer-review
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Open access
Rohani, N., Gallagher, M., Gal, K. & Manataki, A., 22 Aug 2024, In: Studies in Health Technology and Informatics. 316, p. 1510-1514 5 p.
Research output: Contribution to journal › Article › peer-review
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Open access
Palmer, J., Manataki, A., Moss, L., Neilson, A. & Lo, T.-Y. M., 19 Aug 2024, In: BMJ Health & Care Informatics. 31, 1, 7 p., e101096.
Research output: Contribution to journal › Article › peer-review
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Open access
Rohani, N., Sowa, S. & Manataki, A., 12 Aug 2024, In: JMIR Medical Education. 10, e50667.
Research output: Contribution to journal › Review article › peer-review
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Open access
Fogwill, M. & Manataki, A., 1 Nov 2024, In: Computers and Graphics. 124, 9 p., 104055.
Research output: Contribution to journal › Article › peer-review
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