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Biography
Maryam Ghahramani received her BSc degree in electrical engineering at Shiraz University, Shiraz, Iran. She did her PhD in the field of “Biometric Gait, Motion, and Risk of Fall Analysis in Older People” at University of Wollongong, Wollongong, Australia. She is a lecturer at the faculty of Science &Technology, University of Canberra, Canberra, Australia. Her research interest is in the field of human motion analysis using machine learning for rehabilitation purposes.
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Collaborations and top research areas from the last five years
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A Pilot Study on Younger On-set Dementia Detection Using Machine Learning and the Impact of a 12-week Home-Based Exercise Program for Enhancing Motor Function in Younger On-set Dementia
GHAHRAMANI, M. (CI), D'CUNHA, N. (CoI), Rojas, R. F. (CoI) & NORTHEY, J. (CoI)
1/05/24 → 1/05/26
Project: Research
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The Analysis of Postural Balance in Mild Hypoxia for Spatial Disorientation Recognition in Aviation
GHAHRAMANI, M. (CI)
6/03/23 → 1/07/23
Project: Research
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Comprehensive Performance Analysis of a Pre-commercial Balancing Mat
GHAHRAMANI, M. (CI) & HERATH, D. (CoI)
1/09/21 → 30/12/23
Project: Research
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Early-stage Parkinson's disease detection using multimodal brain-body biomarkers from fNIRS and IMU data
Sousani, M., Rojas, R. F., Preston, E. & Ghahramani, M., 2025, In: Computers in Biology and Medicine. 197, Pt B, p. 1-13 13 p., 111096.Research output: Contribution to journal › Article › peer-review
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Exploring Brain-Body Interactions in Parkinson’s Disease: A Study on Dual-Task Performance
Sousani, M., Rojas, R. F., Preston, E. & Ghahramani, M., 1 Jan 2025, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 33, p. 984-993 10 p., 10906660.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)3 Downloads (Pure) -
Integrating IMU Sensors and Dual-Task Timed Up and Go to Identify Biomarkers for Early Stage Parkinson’s Disease Detection
Sousani, M., Rojas, R. F., Preston, E. & Ghahramani, M., 2025, In: IEEE Sensors Journal. 25, 20, p. 38217-38229 13 p.Research output: Contribution to journal › Article › peer-review
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Integration of fNIRS and Machine Learning for Identifying Parkinson's Disease
Sousani, M., Fernandez Rojas, R., Preston, E. & Ghahramani, M., Aug 2025, (Accepted/In press) In: ACM Transactions on Computing for Healthcare. p. 1-21 21 p.Research output: Contribution to journal › Article › peer-review
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Multimodal brain-body analysis of prefrontal cortex activity and postural sway with sensory manipulation
Baradaran, Y., Rojas, R. F., GOECKE, R. & Ghahramani, M., 2025, In: Computers in Biology and Medicine. 193, p. 1-11 11 p., 110338.Research output: Contribution to journal › Article › peer-review