Research output per year
Research output per year
KY16 9SS
United Kingdom
Accepting Postgraduate Research Students
PhD projects
Health Informatics; Artificial Intelligence; health data science, process mining and modelling, data visualisation; learning analytics; computing and data science education; intelligent systems
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 St Andrews in 2020, I was a Senior Researcher and a Teaching and Research Fellow at the University of Edinburgh, where I also obtained my PhD.
I am a Fellow of the Higher Education Academy and a member of the Young Academy of Scotland.
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.
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.
I currently teach on:
health informatics, artificial intelligence, health data science, process mining and modelling, data science education, data visualisation, intelligent systems
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Manataki, A. (Creator), GitHub, 2024
https://github.com/nrohani/HDS-EDM/tree/main
Dataset: Software
Manataki, A. (Creator), GitHub, 2020
https://github.com/amanatak/data-science-in-medicine-2020
Dataset: Software
Manataki, A. (PI), Papathomas, M. (CoI), McCowan, C. (CoI) & Keenan, K. L. (CoI)
STAIRS - St Andrews Interdisciplinary Research Support
1/08/21 → 31/07/22
Project: Standard
Manataki, A. (PI), McCowan, C. (CoI), Keenan, K. L. (CoI) & Papathomas, M. (CoI)
STAIRS - St Andrews Interdisciplinary Research Support
1/08/21 → 31/07/22
Project: Standard
Hoffmann, R. (Chair of organising committee), Ross, K. (Member of organising committee), Halite, A. (Participant), Mann, A. (Participant), Dearle, A. (Participant), Banks, A. (Participant), Lin, A. (Participant), Boyce, A. (Participant), Manataki, A. (Participant), Singh, A. (Participant), Huang, A. (Participant), Eccles, B. J. (Participant), Claydon, B. (Participant), Varghese, B. (Participant), Clues, C. (Participant), Naughton, C. (Participant), Brown, C. M. (Participant), Myles, C. G. G. (Participant), Kennedy, D. (Participant), Morrison, D. (Participant), Saikumar, D. (Participant), Balasubramaniam, D. (Participant), Brady, E. C. (Participant), Jenkins, E. (Participant), Spillane, E. (Participant), Leitner, F. (Participant), Haywood, G. T. (Participant), Rasheed, H. (Participant), Waller, J. (Participant), Herbert, J. (Participant), Espasa Arxer, J. (Participant), Williamson, J. (Participant), Loughney, J. (Participant), Zhang, J. (Participant), Wang, R. (Participant), Garriock, K. (Participant), Davies, K. (Participant), Clarke, L. (Participant), Laverty, L. (Participant), Andrei, M. (Participant), Young, M. (Participant), Chang, M. S. (Participant), Martin, N. (Participant), Dewally, N. (Participant), Akgun, O. (Participant), Ng, P. (Participant), Connor, R. (Participant), Letham, R. (Participant), Kirkpatrick, R. (Participant), McQuistin, S. (Participant), Yuan, V. (Participant), Tronciu, V. (Participant), Law, Y. N. (Participant) & Zhang, Y. (Participant)
Activity: Participating in or organising an event types › Participation in or organising a public festival/exhibition/event
Ross, K. (Organiser), McNulty, S. (Organiser), Gkikopoulou, K. C. (Participant), De La Cal Moreno, M. (Participant), Manataki, A. (Participant), Morrice, N. (Participant), Skipper, Y. (Participant) & Vilardi, A. (Participant)
Activity: Participating in or organising an event types › Participation in or organising a public festival/exhibition/event