Projects per year
Personal profile
Research Biography
Aarti Gulyani is taking a lead role in developing and co-ordinating the biostatistics infrastructure of the Caring Futures Institute and College of Nursing and Health Sciences at Flinders university. She provides leadership in statistical strategy and methodology in collaboration with major research programs/grants, contributes to high-level biostatistical consultation to researchers, provides data analysis support, build statistical capacity by running workshops and mentoring higher degree students.
With over 13 years’ of experience of working as a biostatistician across National data registries (ANZDATA, ANZOD, AOANJRR), South Australian Health and Medical Research Institute (SAHMRI) and SA Universities, Aarti has strong knowledge of health data analytics, advance statistical programming (STATA) skills and application of various statistical modelling (parametric, non-parametric, survival, zero-inflated, mixed model & may more) techniques. Her current research involves absolute survival analysis (Flexible parametric survival model), Causal inference, Mediation analysis and advanced Machine Learning techniques for prediction modelling. She is willing to collaborate and share knowledge with other researchers, produce high quality publications and deliver research excellence.
Research Interests
- Parametric & Semi-parametric Survival Analysis
- Causal Inference
- Mediation Analysis
- Mixed Effect and Multi-level Models
- Auto-Regressive modelling
- Zero-inflated Regression Models
- PBS/MBS data and big linked data analysis
- Machine learning
Education/Academic qualification
Master, Master by Research (Biostatistics), Panjab University
Award Date: 31 Jul 2007
Master of Science, Master of Statistics, Panjab University
1 Apr 2004 → 28 Apr 2006
Award Date: 16 Sept 2006
Bachelor of Science, Mathematics, Panjab University
Award Date: 31 Mar 2004
External positions
Senior Biostatistician , University of South Australia
Mar 2019 → Jan 2021
Biostatistician/Grant Funded Scientist, SAHMRI/ANZDATA Registry
Jul 2015 → Feb 2019
BCA Course Instructor, University of Adelaide
Jul 2011 → Dec 2012
Biostatistician, University of Adelaide
Apr 2011 → Jun 2015
Keywords
- HA Statistics
- Biostatistics
- Biostatistician
- Data analyst
- Stata Programming
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Collaborations and top research areas from the last five years
Projects
- 1 Active
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safe@home: effectiveness and cost effectiveness of telemonitoring and virtual care supported by primary care for people living with chronic disease in low socioeconomic neighbourhoods for reducing ambulance ramping, readmission and GP clinic block.
Clark, R., Kaambwa, B., Cleland, J., Inglis, S., Tirimacco, R., Maddison , J., George, S., Tideman, P., Beleigoli, A., Bulamu, N. B., Chaudry, A., Gulyani, A., Pinero de Plaza, M. A., Morton, E., Dawes, N., Briggs, J., Lyon-Green, J., Tallboy, T., Taylor, A. & Okonjo, B.
1/05/23 → 30/04/27
Project: Research
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Cardiac rehabilitation, physical activity, and the effectiveness of activity monitoring devices on cardiovascular patients: an umbrella review of systematic reviews
Dafny, H. A., Champion, S., Gebremichael, L. G., Pearson, V., Hendriks, J. M., Clark, R. A., Pinero de Plaza, M. A., Gulyani, A., Hines, S. & Beleigoli, A., Jun 2023, In: European heart journal. Quality of care & clinical outcomes. 9, 4, p. 323-330 8 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Downloads (Pure) -
The Burden of Travel-Time and Distance Traveled for Hemodialysis Patients in Australian Major City Areas
McDonald, S. P., Ullah, S., Dansie, K., Duncanson, E., Gulyani, A., Davies, C. E. & Jesudason, S., 21 Feb 2023, (E-pub ahead of print) In: Kidney International Reports. 8, 5, p. 1105-1108 4 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Downloads (Pure) -
Antibiotic utilisation in primary and revision total hip replacement patients: A registry linkage cohort study of 106 253 patients using the Australian Orthopaedic Association National Joint Replacement Registry
de Steiger, R. N., Pratt, N. L., Gulyani, A., Duszynski, K. M., Inacio, M. C., Graves, S. E., Smith, P. N. & For the Improving Joint Replacement Outcomes in Australia using National Data Linkage Study Working Group, Feb 2023, In: Pharmacoepidemiology and Drug Safety. 32, 2, p. 238-247 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Downloads (Pure) -
Factors influencing fertility rates in Australian women receiving kidney replacement therapy: analysis of linked Australia and New Zealand Dialysis and Transplant Registry and perinatal data over 22 years
Hewawasam, E., Davies, C. E., Gulyani, A., Li, Z., Clayton, P. A., Sullivan, E., McDonald, S. P. & Jesudason, S., Jun 2022, In: Nephrology Dialysis Transplantation. 37, 6, p. 1152-1161 10 p.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
Fatherhood and Kidney Replacement Therapy: Analysis of the Australian and New Zealand Dialysis and Transplant (ANZDATA) Registry
Jesudason, S., Fitzpatrick, A., Gulyani, A., Davies, C. E., Hewawasam, E., Clayton, P. A. & McDonald, S. P., Sept 2020, In: American Journal of Kidney Diseases. 76, 3, p. 444-446 3 p.Research output: Contribution to journal › Letter › peer-review
4 Citations (Scopus)