Projects per year
Personal profile
Biography
Joanna Dipnall is an applied statistician with particular interests in the areas of data mining and machine and deep learning techniques. She completed her Honours in Econometrics with Monash University and PhD with IMPACT SRC, School of Medicine, Deakin University where she blended machine learning with traditinal statistical technqiues to develop Risk Index for Depression (RID). Joanna works extensively with registry and linked medical data and teaches with the Monash Biostatistics team.
She has worked externally in the commercial world as an applied researcher and statistical consultant throughout her career and started a business who was one of the first in Australia to conduct research over the internet in 1999. Joanna has taught advanced statistical methods for many years at universities and privately with ACSPRI and NZSSN.
External positions
Honourary Postdoctoral Research Fellow, Barwon Health
2017 → …Network
Projects
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PRAISE: Predicting fracture outcomes from clinical Registry data using Artificial Intelligence Supplemented models for Evidence-informed treatment (PRAISE) study
Gabbe, B., Dipnall, J., Page, R. S., Du, L., Costa, M. L. & Lyons, R. A.
National Health and Medical Research Council (NHMRC) (Australia)
1/01/21 → 31/12/24
Project: Research
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T038 Ageing and Disability - Additional Analyses
Beck, B., Gabbe, B., Ekegren, C., Dipnall, J., Braaf, S., Simpson, P. & Gelaw, A.
26/03/20 → 31/08/20
Project: Research
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VSTR/VOTOR OD: Leveraging VSTR & VOTOR Outcomes Data
Gabbe, B., Simpson, P. & Dipnall, J.
1/07/19 → 30/11/19
Project: Research
Research output
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A mixed-methods study of psychological distress following an environmental catastrophe: the case of the Hazelwood open-cut coalmine fire in Australia
Maybery, D., Jones, R., Dipnall, J. F., Berger, E., Campbell, T., McFarlane, A. & Carroll, M., 3 Mar 2020, In : Anxiety, Stress and Coping. 33, 2, p. 216-230 15 p.Research output: Contribution to journal › Article › Research › peer-review
3 Citations (Scopus) -
Coal-mine fire-related fine particulate matter and medical-service utilization in Australia: a time-series analysis from the Hazelwood Health Study
Johnson, A. L., Gao, C. X., Dennekamp, M., Williamson, G. J., Carroll, M. TC., Dimitriadis, C., Dipnall, J. F., Ikin, J. F., Johnston, F. H., McFarlane, A. C., Sim, M. R., Stub, D. A., Abramson, M. J. & Guo, Y., 1 Feb 2020, In : International Journal of Epidemiology. 49, 1, p. 80-93 14 p.Research output: Contribution to journal › Article › Research › peer-review
3 Citations (Scopus) -
Identifying homogeneous patterns of injury in paediatric trauma patients to improve risk-adjusted models of mortality and functional outcomes
Dipnall, J. F., Gabbe, B. J., Teague, W. J. & Beck, B., Feb 2020, In : International Journal of Environmental Research and Public Health. 17, 3, 20 p., 892.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile -
Population study of orofacial injuries in adult family violence homicides in Victoria, Australia
Sarkar, R., Ozanne-Smith, J., Dipnall, J. F. & Bassed, R., Nov 2020, In : Forensic Science International. 316, 11 p., 110467.Research output: Contribution to journal › Article › Research › peer-review
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An Exploration of Pain Documentation for People Living with Dementia in Aged Care Services
Andrews, S. M., Dipnall, J. F., Tichawangana, R., Hayes, K. J., Fitzgerald, J. A., Siddall, P., Poulos, C. & Cunningham, C., Oct 2019, In : Pain Management Nursing. 20, 5, p. 475-481 7 p.Research output: Contribution to journal › Article › Research › peer-review
2 Citations (Scopus)
Activities
- 20 Peer review responsibility
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Journal of Psychosomatic Research (Journal)
Joanna Dipnall (Peer reviewer)
Oct 2020 → Jan 2021Activity: Publication peer-review and editorial work types › Peer review responsibility
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Journal of Affective Disorders (Journal)
Joanna Dipnall (Peer reviewer)
Apr 2020Activity: Publication peer-review and editorial work types › Peer review responsibility
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International Journal of Environmental Research and Public Health (Journal)
Joanna Dipnall (Peer reviewer)
Dec 2020Activity: Publication peer-review and editorial work types › Peer review responsibility
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American Journal of Preventive Medicine (Journal)
Joanna Dipnall (Peer reviewer)
Apr 2020Activity: Publication peer-review and editorial work types › Peer review responsibility
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Sensors (Journal)
Joanna Dipnall (Peer reviewer)
2020Activity: Publication peer-review and editorial work types › Peer review responsibility