Research output per year
Research output per year
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
2015 → 2018
Electrical Engineering, BSc, MSc, Isfahan University of Technology
2001 → 2005
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Development and validation of a machine learning approach for automated severity assessment of COVID-19 based on clinical and imaging data: retrospective study
Quiroz, J. C., Feng, Y-Z., Cheng, Z-Y., Rezazadegan, D., Chen, P-K., Lin, Q-T., Qian, L., Liu, X-F., Berkovsky, S., Coiera, E., Song, L., Qiu, X., Liu, S. & Cai, X-R., 11 Feb 2021, In: JMIR Medical Informatics. 9, 2, p. 1-14 14 p., e24572.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)77 Downloads (Pure) -
Empirical analysis of Zipf's law, power law, and lognormal distributions in medical discharge reports
Quiroz, J. C., Laranjo, L., Tufanaru, C., Kocaballi, A. B., Rezazadegan, D., Berkovsky, S. & Coiera, E., Jan 2021, In: International Journal of Medical Informatics. 145, p. 1-9 9 p., 104324.Research output: Contribution to journal › Article › peer-review
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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
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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., 25 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. W33Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
5 Citations (Scopus) -
Envisioning an artificial intelligence documentation assistant for future primary care consultations: a co-design study with general practitioners
Kocaballi, A. B., Ijaz, K., Laranjo, L., Quiroz, J. C., Rezazadegan, D., Tong, H. L., Willcock, S., Berkovsky, S. & Coiera, E., 1 Nov 2020, In: Journal of the American Medical Informatics Association : JAMIA. 27, 11, p. 1695-1704 10 p., ocaa131.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)7 Downloads (Pure)