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Personal profile

Biography

Dana is a Post-doctoral Research Fellow with the Centre for Health Informatics (CHI) at the Australian Institute of Health Innovation, Macquarie University. She is currently working on using artificial intelligence to automate documentation and diagnosis for helping doctors.

She got her Ph.D. from Queensland University of Technology (QUT). Her thesis aimed to expand the robot’s understanding of ongoing and future human actions to assist the human in assembling tasks. She developed deep learning methods based on CNN and LSTM for human action recognition and prediction. Prior to joining the Queensland University of Technology, her research mainly focused on trajectory tracking control of mobile robots such as AUVs.

Research interests

Robotic vision, Deep learning, Machine learning, Autonomous systems, Human-robot collaboration

Education/Academic qualification

Robotics and autonomous systems, PhD, Queensland University of Technology

20152018

Electrical Engineering, BSc, MSc, Isfahan University of Technology

20012005

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Research Outputs

  • 7 Article
  • 4 Conference proceeding contribution
  • 2 Conference paper
  • 1 Paper

Conversational agents for health and wellbeing

Kocaballi, A. B., Quiroz, J. C., Laranjo, L., Rezazadegan, D., Kocielnik, R., Clark, L., Liao, Q. V., Park, S. Y., Moore, R. J. & Miner, A., Apr 2020, CHI EA '20: Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems. New York, NY: Association for Computing Machinery (ACM), p. 1-8 8 p. W33

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

  • Open Access
    File
  • 4 Downloads (Pure)

    A network model of activities in primary care consultations

    Kocaballi, A., Coiera, E., Tong, H. L., White, S. J., Quiroz, J., Rezazadegan, F., Willcock, S. & Laranjo da Silva, L., 1 Oct 2019, In : Journal of the American Medical Informatics Association : JAMIA. 26, 10, p. 1074-1082 9 p., ocz046.

    Research output: Contribution to journalArticle

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

    Challenges of developing a digital scribe to reduce clinical documentation burden

    Quiroz, J. C., Laranjo, L., Kocaballi, A. B., Berkovsky, S., Rezazadegan, D. & Coiera, E., 22 Nov 2019, In : npj Digital Medicine. 2, p. 1-6 6 p., 114.

    Research output: Contribution to journalArticle

    Open Access
    File
    1 Downloads (Pure)

    The personalization of conversational agents in health care: systematic review

    Kocaballi, A. B., Berkovsky, S., Quiroz, J. C., Laranjo, L., Tong, H. L., Rezazadegan, D., Briatore, A. & Coiera, E., 7 Nov 2019, In : Journal of Medical Internet Research. 21, 11, p. 1-15 15 p., e15360.

    Research output: Contribution to journalArticle

    Open Access
    File
  • 3 Citations (Scopus)
    9 Downloads (Pure)