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Student Projects Available
Physiological and Neurological indicators of pain.
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Collaborations and top research areas from the last five years
Projects
- 1 Finished
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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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A Systematic Literature Review of Healthcare Embedded Systems Using AI-based Biosignal Analysis
Aziz, S., Chetty, G., Goecke, R. & Fernandez-Rojas, R., Jul 2026, In: ACM Computing Surveys. 58, 9, p. 1-42 42 p., 235.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Citation (Scopus) -
GIAFormer: A Gradient-Infused Attention and Transformer for Pain Assessment with EDA-fNIRS Fusion
Khan, M. U., Chetty, G., Gkikas, S., Tsiknakis, M., Goecke, R. & Fernandez-Rojas, R., 2026, In: Information Fusion. 131, p. 1-16 16 p., 104173.Research output: Contribution to journal › Article › peer-review
Open Access -
MDNet: A Lightweight Multi-Domain 1D-CNN for Embedded Pain Assessment Using EDA Signals
Aziz, S., Chetty, G., Goecke, R. & Rojas, R. F., 2026, In: IEEE Internet of Things Journal. p. 1-11 11 p.Research output: Contribution to journal › Article › peer-review
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Pain intensity estimation via multimodal fusion: Leveraging ternary textures of derivatives in EDA and PPG signals
Khan, M. U., Hirachan, N., Joseph, C., Murtagh, L., Chetty, G., Goecke, R. & Fernandez-Rojas, R., Feb 2026, In: Biomedical Signal Processing and Control. 112, p. 1-17 17 p., 108532.Research output: Contribution to journal › Article › peer-review
2 Link opens in a new tab Citations (Scopus) -
Sensor-based motion analysis for dementia detection: a systematic review
Jiang, Z., Ghahramani, M., D'Cunha, N. M. & Fernandez Rojas, R., 2026, In: Frontiers in Digital Health. 7, p. 1-18 18 p., 1698551.Research output: Contribution to journal › Article › peer-review
Open Access