• 2776 Citations
  • 8 h-Index
20042019

Research output per year

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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 Outputs

  • 2776 Citations
  • 8 h-Index
  • 12 Article
  • 10 Conference proceeding contribution
  • 3 Review article
  • 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. C., Martin, P. & Laranjo da Silva, L., 28 Mar 2019, In : JMIR mHealth and uHealth. 7, 3, p. 1-15 15 p., e12181.

Research output: Contribution to journalArticle

Open Access
File
  • 18 Downloads (Pure)
  • Insulin and glucose-lowering agents for treating people with diabetes and chronic kidney disease

    Lo, C., Toyama, T., Wang, Y., Lin, J., Hirakawa, Y., Jun, M., Cass, A., Hawley, C. M., Pilmore, H., Badve, S. V., Perkovic, V. & Zoungas, S., 24 Sep 2018, In : Cochrane Database of Systematic Reviews. 2018, 9, 291 p., CD011798.

    Research output: Contribution to journalReview article

  • 2 Citations (Scopus)

    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 contribution

    Open Access
    File
  • 1 Citation (Scopus)
    41 Downloads (Pure)

    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 contribution

    Open Access
    File
  • 2 Citations (Scopus)
    71 Downloads (Pure)