Projects per year
Personal profile
Research interests
Ying has comprehensive research experience in machine learning and data mining, and now she focuses on the understanding and modelling of hospital data (clinical incident reports and EMR data), especially automatic classification and analysis of clinical incidents and IT safety problems involved in healthcare service. Her research also involves measuring the effects of computer downtime on hospital processes.
Education/Academic qualification
Computer Science, PhD, Human activity recognition and analysis
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Collaborations and top research areas from the last five years
Projects
- 1 Finished
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Oracle for Research Fellows
Magrabi, F., Wang, Y., Lyell, D. & Coiera, E.
1/06/23 → 31/05/24
Project: Research
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Automating the identification of safety events involving machine learning-enabled medical devices
Wang, Y., Lyell, D., Coiera, E. & Magrabi, F., 25 Jan 2024, MEDINFO 2023 - The future is accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). Amsterdam: IOS Press, p. 604-608 5 p. (Studies in Health Technology and Informatics; vol. 310).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
Open AccessFile41 Downloads (Pure) -
Improving health system responses when patients are harmed: a protocol for a multistage mixed-methods study
Hibbert, P. D., Raggett, L., Molloy, C. J., Westbrook, J., Magrabi, F., Mumford, V., Clay-Williams, R., Lingam, R., Salmon, P. M., Middleton, S., Roberts, M., Bradd, P., Bowden, S., Ryan, K., Zacka, M., Sketcher-Baker, K., Phillips, A., Birks, L., Arya, D. K., Trevorrow, C., & 11 others , 5 Jul 2024, In: BMJ Open. 14, 7, p. 1-9 9 p., e085854.Research output: Contribution to journal › Article › peer-review
Open AccessFile38 Downloads (Pure) -
More than algorithms: an analysis of safety events involving ML-enabled medical devices reported to the FDA
Lyell, D., Wang, Y., Coiera, E. & Magrabi, F., 20 Jun 2023, In: Journal of the American Medical Informatics Association. 30, 7, p. 1227-1236 10 p.Research output: Contribution to journal › Article › peer-review
Open Access17 Citations (Scopus) -
Using automated methods to detect safety problems with health information technology: a scoping review
Surian, D., Wang, Y., Coiera, E. & Magrabi, F., 18 Jan 2023, In: Journal of the American Medical Informatics Association. 30, 2, p. 382-392 11 p., ocac220.Research output: Contribution to journal › Review article › peer-review
3 Citations (Scopus) -
Clinical safety risks with healthcare AI: an analysis of incidents reported to the US FDA from 2015 to April 2021
Lyell, D., Wang, Y. & Magrabi, F., 21 Feb 2022, (Accepted/In press).Research output: Contribution to conference › Abstract › peer-review