Dr Sean Maudsley-Barton
Dr Sean Maudsley-Barton
Lecturer in AI
Applying AI to human movement analysis
My profile
Biography
I am interested in the clinical application of movement analysis to provide low-cost and objective assessment of diseases such as Parkinsons, MS and frailty.
Projects
Augmentation of mo-cap data to improve clinical diagnosis modles
Teaching
MSc:
Computational Mathematics and Statistics (6G7V0013)
Computational Statistics, Visualisation and Forecasting (6G7Z1045)
Research outputs
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Journal articles
Maudsley-Barton, S., Yap, M.H. (2024) 'Objective falls risk assessment using markerless motion capture and representational machine learning.' Sensors, 24(14)
Maudsley-Barton, S., Yap, M.H. (2023) 'KINECAL: a dataset for falls-risk assessment and balance impairment analysis.' Scientific Data, 10(1) pp. 633-633.
Carrieri, A.P., Haiminen, N., Maudsley-Barton, S., Gardiner, L.J., Murphy, B., Mayes, A.E., Paterson, S., Grimshaw, S., Winn, M., Shand, C., Hadjidoukas, P., Rowe, W.P.M., Hawkins, S., MacGuire-Flanagan, A., Tazzioli, J., Kenny, J.G., Parida, L., Hoptroff, M., Pyzer-Knapp, E.O. (2021) 'Explainable AI reveals changes in skin microbiome composition linked to phenotypic differences.' Scientific Reports, 11(1)
Maudsley-Barton, S., Yap, M.H., Bukowski, A., Mills, R., McPhee, J. (2020) 'A new process to measure postural sway using a Kinect depth camera during a Sensory Organisation Test.' PLoS One, 15(2)
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Conference papers
Sikosana, M., Ajao, O., Maudsley-Barton, S. (2024) 'A comparative study of hybrid models in health misinformation text classification.' 9/9/2024 - 13/9/2024. Association for Computing Machinery (ACM), pp. 18-25.
Maudsley-Barton, S., McPheey, J., Bukowski, A., Leightley, D., Yap, M.H. (2017) 'A Comparative Study of the Clinical use of Motion Analysis from Kinect Skeleton Data.' In IEEE International Conference on Systems, Man, and Cybernetics (SMC). Banff, AB, Canada, 5/10/2017 - 8/10/2017. IEEE,