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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

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Research Output 2004 2019

  • 302 Citations
  • 7 h-Index
  • 12 Article
  • 10 Conference proceeding contribution
  • 1 Conference paper

Efficacy of a mobile social networking intervention in promoting physical activity: quasi-experimental study

Tong, H. L., Coiera, E., Tong, W., Wang, Y., Quiroz, J., Martin, P. & Laranjo da Silva, L., 31 Jan 2019, (Accepted/In press) In : JMIR mHealth and uHealth.

Research output: Contribution to journalArticleResearchpeer-review

Automating the identification of patient safety incident reports using multi-label classification

Wang, Y., Coiera, E., Runciman, W. & Magrabi, F., 2017, MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics. Gundlapalli, A. V., Jaulent, M-C. & Zhao, D. (eds.). Amsterdam: IOS Press, Vol. 245. p. 609-613 5 p. (Studies in Health Technology and Informatics; vol. 245).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Open Access
File
Patient Safety
Labels
Classifiers
Patient Handoff
Aggression

Downtime in digital hospitals: an analysis of patterns and causes over 33 months

Chen, J., Wang, Y. & Magrabi, F., 2017, Integrating and connecting care: selected papers from the 25th Australian National Health Informatics Conference, HIC 2017. Ryan, A., Schaper, L. K. & Whetton, S. (eds.). Amsterdam: IOS Press, Vol. 239. p. 14-20 7 p. (Studies in Health Technology and Informatics; vol. 239).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Open Access
File
Information technology
Information Systems
Technology
Patient Harm
Medical Informatics

Using multiclass classification to automate the identification of patient safety incident reports by type and severity

Wang, Y., Coiera, E., Runciman, W. & Magrabi, F., 12 Jun 2017, In : BMC Medical Informatics and Decision Making. 17, p. 1-12 12 p., 84.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Patient Safety
Confusion
Risk Management
Aggression
Documentation

Measuring the effects of computer downtime on hospital pathology processes

Wang, Y., Coiera, E., Gallego, B., Concha, O. P., Ong, M. S., Tsafnat, G., Roffe, D., Jones, G. & Magrabi, F., 1 Feb 2016, In : Journal of Biomedical Informatics. 59, p. 308-315 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Pathology
Electronic medical equipment
Troponin
Workflow
Electronic Health Records