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 traditional statistical techniques to develop Risk Index for Depression (RID). Joanna is a Senior Research Fellow who 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 research. Joanna is also Co-Chair of the ARDC SeRP Research Users Community of Practice.
Joanna is a Senior Lecturer within the Monash Biostatistics Unit and is Unit Co-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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
Honourary Postdoctoral Research Fellow, Barwon Health
2017 → …
Collaborations and top research areas from the last five years
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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.
National Health and Medical Research Council (NHMRC) (Australia)
1/01/21 → 31/12/25
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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Breaking the Silo – Facilitating Non-Health Background Students’ Transition into Postgraduate Public Health Education
Karim, M. N., Wild, H., Forbes, A. B., Dipnall, J. F. & Ilic, D., 27 Sept 2024. 1 p.Research output: Contribution to conference › Abstract › peer-review
Open Access -
Identifying overcontrol and undercontrol personality types among young people using the five factor model, and the relationship with disordered eating behaviour, anxiety and depression
Gilmartin, T. L., Dipnall, J., Gurvich, C. T. & Sharp, G., 24 Jan 2024, In: Journal of Eating Disorders. 12, 1, 14 p., 16.Research output: Contribution to journal › Article › Research › peer-review
Open Access2 Citations (Scopus) -
Impact of an injury hospital admission on childhood academic performance: A Welsh population-based data linkage study
Dipnall, J. F., Lyons, J., Lyons, R. A., Ameratunga, S., Brussoni, M., Lecky, F. E., Beck, B., Schneeberg, A., Harrison, J. E. & Gabbe, B. J., Jun 2024, In: Injury Prevention. 30, 3, p. 206-215 10 p.Research output: Contribution to journal › Article › Research › peer-review
2 Citations (Scopus) -
Posttraumatic Stress Among School Students Following the 2014 Hazelwood Mine Fire
Maybery, D., Berger, E., Dipnall, J. F., Campbell, T. C. H. & Carroll, M., 3 Mar 2024, In: Journal of Aggression, Maltreatment & Trauma. 33, 3, p. 334-350 17 p.Research output: Contribution to journal › Article › Research › peer-review
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Trampoline Park Injury Trends
Teague, W. J., Dipnall, J. F., Palmer, C. S. & Beck, B., Jan 2024, In: Pediatrics. 153, 1, 11 p., e2023061659.Research output: Contribution to journal › Article › Research › peer-review
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International Journal of Environmental Research and Public Health (Journal)
Joanna Dipnall (Peer reviewer)
Jan 2022Activity: Publication peer-review and editorial work types › Peer review responsibility
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PLoS ONE (Journal)
Joanna Dipnall (Peer reviewer)
Mar 2022 → Jul 2022Activity: Publication peer-review and editorial work types › Peer review responsibility
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Sensors (Journal)
Joanna Dipnall (Peer reviewer)
Mar 2022Activity: Publication peer-review and editorial work types › Peer review responsibility
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Processes (Journal)
Joanna Dipnall (Peer reviewer)
May 2022Activity: Publication peer-review and editorial work types › Peer review responsibility
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British Journal of Nutrition (Journal)
Joanna Dipnall (Peer reviewer)
May 2022Activity: Publication peer-review and editorial work types › Peer review responsibility