Research output per year
Research output per year
Personal profile
Biography
As a scientist and tech innovator, Jacqueline is a 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 dissertation), 5 masters and 23 doctoral students to completion. She currently supervises a further 11 PhD candidates.
She has authored/co-authored 130+ peer-reviewed textbooks, book chapters, journal papers and conference proceedings in the areas of optimising performance, 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
- Tech Director - Minderoo tech & Policy Lab (UWA Law School)
- International Society of Biomechanics Executive Council (elected)
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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Research output
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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 › peer-review
Open Access13 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 › peer-review
Open Access28 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, (E-pub ahead of print) In: International Journal of Sports Medicine. p. 191-199Research output: Contribution to journal › Article › peer-review
16 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 › peer-review
22 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 › peer-review
11 Citations (Scopus)
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National Institute Network (NIN) Governance & Ethics in Data for High Performance Sport
28/12/20 → 28/06/22
Project: Research
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Technology Law & Policy Research Programme (Minderoo Tech & Policy Lab)
Powles, J., Alderson, J. & Skead, N.
12/06/20 → 1/09/23
Project: Research
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Establishing the biomechanics data pipeline for AIS Digital Athlete workbench
18/05/20 → 17/05/21
Project: Research
Activities
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Submission in response to the Australian Competition and Consumer Commission’s Market Consultation on ‘Google LLC’s Proposed Acquisition of Fitbit, Inc – Proposed Undertaking’
Tomas Fitzgerald (Author), Julia Powles (Author) & Jacqueline Alderson (Author)
9 Mar 2021Activity: Industry and government engagement/consultancy › Submissions to or appearance before a government committee, inquiry or agency
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Submission to National Aviation Policy Issues Paper on Emerging Aviation Technologies
Tomas Fitzgerald (Author), Julia Powles (Advisor) & Jacqueline Alderson (Advisor)
31 Oct 2020Activity: Industry and government engagement/consultancy › Submissions to or appearance before a government committee, inquiry or agency
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Submission on Data Availability and Transparency Bill 2020 Exposure Draft
Tomas Fitzgerald (Author), Julia Powles (Author) & Jacqueline Alderson (Author)
6 Nov 2020Activity: Industry and government engagement/consultancy › Submissions to or appearance before a government committee, inquiry or agency
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Privacy Act Review Discussion Paper
Tomas Fitzgerald (Consultant), Kate Dromey (Consultant), Helen Stamp (Consultant), Julia Powles (Consultant) & Jacqueline Alderson (Consultant)
Oct 2021Activity: Industry and government engagement/consultancy › Citation in Australian or overseas Parliamentary department, intergovernmental and NGO reports
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Submission on the Bill for a new Online Safety Act
Tomas Fitzgerald (Author), Julia Powles (Advisor) & Jacqueline Alderson (Advisor)
14 Feb 2021Activity: Industry and government engagement/consultancy › Submissions to or appearance before a government committee, inquiry or agency