Projects per year
Personal profile
University Service
Joanna Dipnall is an applied statistician with particular interests in the areas of 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 collaborates extensively with the Faculty of IT at Monash to supervise Masters and PhD students to integrate AI within health reasearch. Joanna is also Co-Chair of the ARDC SeRP Research Users Community of Practice.
Joanna teaches within the Monash Biostatistics Unit and is the Unit Coordinator for the Monash Masters of Health Data Analytics course. This course integrates Monash units from SPHPM, IT and Business Economics. Joanna teaches the Introduction to Health Data Analytics unit which provides a foundation for the study of Health Data Analytics by introducing key health, statistical and machine learning concepts.
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
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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., Reeder, 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
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Examining the use of different sample types following decomposition to estimate year of death using bomb pulse dating
Johnstone-Belford, E., Fallon, S. J., Dipnall, J. F. & Blau, S., Jan 2022, In: Journal of Forensic and Legal Medicine. 85, 7 p., 102275.Research output: Contribution to journal › Article › Research › peer-review
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Injury profiles and clinical management of older patients with major trauma
Ferrah, N., Dipnall, J., Gabbe, B., Cameron, P., Ibrahim, J. & Beck, B., Mar 2022, In: Australasian Journal on Ageing. 41, 1, p. 116-125 10 p.Research output: Contribution to journal › Article › Research › peer-review
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The potential for bike riding across entire cities: Quantifying spatial variation in interest in bike riding
Pearson, L., Dipnall, J., Gabbe, B., Braaf, S., White, S., Backhouse, M. & Beck, B., Mar 2022, In: Journal of Transport & Health. 24, 13 p., 101290.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Driver, collision and meteorological characteristics of motor vehicle collisions among road trauma survivors
Giummarra, M. J., Xu, R., Guo, Y., Dipnall, J. F., Ponsford, J., Cameron, P. A., Ameratunga, S. & Gabbe, B. J., 1 Nov 2021, In: International Journal of Environmental Research and Public Health. 18, 21, 16 p., 11380.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Family violence homicide rates: a state-wide comparison of three data sources in Victoria, Australia
Sarkar, R., Dipnall, J. F., Bassed, R. & Ozanne-Smith AO, J., 2021, (Accepted/In press) In: Health Information Management Journal. 9 p.Research output: Contribution to journal › Article › Research › peer-review
Activities
- 20 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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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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PLoS ONE (Journal)
Joanna Dipnall (Peer reviewer)
May 2020Activity: Publication peer-review and editorial work types › Peer review responsibility
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British Journal of Nutrition (Journal)
Joanna Dipnall (Peer reviewer)
Jan 2020Activity: Publication peer-review and editorial work types › Peer review responsibility