Research Output per year
Personal profile
Biography
As a scientist and tech innovator, Jacqueline is regular national and international keynote speaker currently leading research teams in wearable tech, artificial intelligence and pro-public technology applications in sport and health. She teaches in both the undergraduate and graduate curriculums though maintains a strong research focus having supervised; 45 honours (by research thesis), 5 masters and 23 doctoral students to completion. She currently supervises a further 9 PhD candidates.
She has authored/co-authored 130+ peer-reviewed textbooks, book chapters, journal papers and conference proceedings in the areas of sports performance, sports injury prevention, biomechanical modelling & machine learning. A current executive council member of the International Society of Biomechanics (ISB), she is also a fellow and former director of the International Society of Biomechanics in Sport (ISBS). She has an extensive community and industry engagement portfolio that includes consultancy/grant funding of ~ $8 million (AUD) from collaborators such as; the Australian Research Council, International Cricket Council, New Zealand Accident Compensation Corporation, Australian Institute of Sport and their state based affiliates, Cricket Australia, Swimming Australia, Indian Premier League, Hockey Australia, Fremantle Dockers Football Club, VICON - the world's leading motion capture company.
Roles and responsibilities
- Discipline lead in sport and clinical biomechanics
- AI approaches for sport, health & wellness (leveraging high fidelity data for real-world use)
Future research
- applications of large data sets for pro-public tech applications
Research
Sports Biomechanics; Artifical Intelligence for Sport and Health Technology; Machine learning tool for Injury and disease prevention.
Research expertise keywords
- Biomechanics
- Technology
- Applied Machine learning / deep learning
- Pro-public Tech
- Sports injury prevention
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Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output
On-field player workload exposure and knee injury risk monitoring via deep learning
Johnson, W. R., Mian, A., Lloyd, D. G. & Alderson, J. A., 27 Aug 2019, In : Journal of Biomechanics. 93, p. 185-193Research output: Contribution to journal › Article
4
Citations
(Scopus)
Predicting athlete ground reaction forces and moments from motion capture
Johnson, W. R., Mian, A., Donnelly, C. J., Lloyd, D. & Alderson, J., 1 Oct 2018, In : Medical and Biological Engineering and Computing. 56, 10, p. 1781-1792 12 p.Research output: Contribution to journal › Article
Open Access
16
Citations
(Scopus)
A Reliable Video-based ACL Injury Screening Tool for Female Team Sport Athletes
Weir, G., Alderson, J., Smailes, N., Elliott, B. & Donnelly, C., 10 Jan 2019, In : International Journal of Sports Medicine. p. 191-199Research output: Contribution to journal › Article
2
Citations
(Scopus)
Predicting Athlete Ground Reaction Forces and Moments from Spatio-temporal Driven CNN Models
Johnson, W. R., Alderson, J., Lloyd, D. G. & Mian, A., 7 Jul 2018, IEEE Transactions on Biomedical Engineering.Research output: Contribution to specialist publication › Article
9
Citations
(Scopus)
Elbow joint kinematics during cricket bowling using magneto-inertial sensors: A feasibility study
Wells, D., Alderson, J., Camomilla, V., Donnelly, C., Elliott, B. & Cereatti, A., 4 Mar 2019, In : Journal of Sports Sciences. 37, 5, p. 515-524 10 p.Research output: Contribution to journal › Article
6
Citations
(Scopus)
Projects
Establishing the biomechanics data pipeline for AIS Digital Athlete workbench
18/05/20 → 17/05/21
Project: Research
Precise Measurement and Optimisation of Biological Motion: Computer vision and deep learning meet biomechanics
1/01/19 → 31/12/19
Project: Research
ACC SportSmart 9-Point Plan Review
Alderson, J., Hume, P., Lorimer, A., Whatman, C., Reid, D. & Gamble, P.
Accident Compensation Corporation ACC
20/01/17 → 31/08/17
Project: Research
Development of an ACL Injury Prevention Protocol
The University of Western Australia
1/01/13 → 31/12/13
Project: Research