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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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
Responses of conversational agents to health and lifestyle prompts: investigation of appropriateness and presentation structures
Kocaballi, A., Quiroz, J. C., Rezazadegan, D., Berkovsky, S., Magrabi, F., Coiera, E. & Laranjo, L., 10 Feb 2020, In : Journal of Medical Internet Research. 22, 2, p. 1-15 15 p., e15823.Research output: Contribution to journal › Article › Research › peer-review
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 journal › Article › Research › peer-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 journal › Article › Research › peer-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 journal › Article › Research › peer-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 journal › Article › Research › peer-review
Pixels
Unsupervised learning
Railroad cars
Robots