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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

Fingerprint Dive into the research topics where Dana Rezazadegan is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Autonomous underwater vehicles Engineering & Materials Science
Robots Engineering & Materials Science
Computer vision Engineering & Materials Science
Trajectories Engineering & Materials Science
Robotics Engineering & Materials Science
Health Medicine & Life Sciences
Controllers Engineering & Materials Science
Referral and Consultation Medicine & Life Sciences

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Outputs 2013 2020

  • 7 Article
  • 3 Conference proceeding contribution
  • 2 Conference paper
Open Access
File
Life Style
Safety
Health
Language
Aptitude

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 journalArticleResearchpeer-review

Open Access
File
Primary Health Care
Referral and Consultation
Medical History Taking
Natural Language Processing
Primary Care Physicians

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 journalArticleResearchpeer-review

Open Access
File

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 journalArticleResearchpeer-review

Open Access
File
Delivery of Health Care
Health
Language
Digital Libraries
Privacy

On Encoding Temporal Evolution for Real-time Action Prediction

Rezazadegan, F., Shirazi, S., Baktashmotlagh, M. & Davis, L. S., 2018, (Submitted) In : International Journal of Computer Vision. 7 p.

Research output: Contribution to journalArticleResearchpeer-review

Pixels
Unsupervised learning
Railroad cars
Robots