Projects 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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Projects
- 1 Finished
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Automated Severity Assessment of COVID-19 based on Clinical and Imaging Data
Liu, S., Quiroz Aguilera, J. & Rezazadegan, D.
1/04/20 → 31/12/21
Project: Research
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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
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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 AccessFile17 Citations (Scopus)178 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
Open AccessFile1 Citation (Scopus)10 Downloads (Pure) -
Severity assessment and progression prediction of COVID-19 patients based on the LesionEncoder framework and chest CT
Feng, Y-Z., Liu, S., Cheng, Z-Y., Quiroz, J. C., Rezazadegan, D., Chen, P-K., Lin, Q-T., Qian, L., Liu, X-F., Berkovsky, S., Coiera, E., Song, L., Qiu, X-M. & Cai, X-R., 15 Nov 2021, In: Information (Switzerland). 12, 11, p. 1-14 14 p., 471.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)3 Downloads (Pure) -
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
Activities
- 1 Membership of committee
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Australian Institute of Health Innovation (Organisational unit)
Mitchell Sarkies (Member), K-lynn Smith (Member), Dana Rezazadegan (Member), Laura Dodds (Member), Amy Nguyen (Member), Elizabeth Austin (Member), Caroline Proctor (Chair) & Chrissy Clay (Chair)
2019 → …Activity: Membership › Membership of committee