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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Projects
- 1 Active
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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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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
1 Citation (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
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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
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Symbolic and statistical learning approaches to speech summarization: a scoping review
Rezazadegan, D., Berkovsky, S., Quiroz, J. C., Kocaballi, A. B., Wang, Y., Laranjo, L. & Coiera, E., Mar 2022, In: Computer Speech and Language. 72, p. 1-17 17 p., 101305.Research output: Contribution to journal › Review article › peer-review
2 Citations (Scopus) -
Automatic speech summarisation: a scoping review
Rezazadegan, D., Berkovsky, S., Quiroz, J. C., Kocaballi, A. B., Wang, Y., Laranjo, L. & Coiera, E., 27 Aug 2020, (Submitted) In: Axriv.Research output: Contribution to journal › Article › peer-review