Select Publications
Book Chapters
2024, 'Factors associated with participation in a multidomain web-based dementia prevention trial: Evidence from Maintain Your Brain (MYB)', in Handbook of Intervention and Alzheimer's Disease, IOS Press, pp. 387 - 402, http://dx.doi.org/10.3233/AIAD230097
,Journal articles
2024, 'A single risk assessment for the most common diseases of ageing, developed and validated on 10 cohort studies', BMC Medicine, 22, http://dx.doi.org/10.1186/s12916-024-03711-6
,2024, 'Six-minute walk test distance at time of hospital discharge is strongly and independently associated with all-cause mortality following cardiac surgery', Scientific Reports, 14, http://dx.doi.org/10.1038/s41598-024-52601-7
,2024, 'Readmission destination following cardiac surgery and its association with mortality outcomes: a population-based retrospective study', The Lancet Regional Health - Western Pacific, 51, http://dx.doi.org/10.1016/j.lanwpc.2024.101189
,2024, 'Non-index hospital re-admissions after hospitalisation with acute myocardial infarction and geographic remoteness, New South Wales, 2005–2020: a retrospective cohort study', Medical Journal of Australia, 221, pp. 310 - 316, http://dx.doi.org/10.5694/mja2.52420
,2024, 'Factors associated with electroconvulsive therapy treatment for adults with serious psychiatric conditions in Australia', Australian and New Zealand Journal of Psychiatry, 58, pp. 809 - 820, http://dx.doi.org/10.1177/00048674241266067
,2024, 'The Medicines Intelligence Data Platform: A Population-Based Data Resource From New South Wales, Australia', Pharmacoepidemiology and Drug Safety, 33, http://dx.doi.org/10.1002/pds.5887
,2024, 'Identifying prehospital trauma patients from ambulance patient care records; comparing two methods using linked data in New South Wales, Australia', Injury, 55, http://dx.doi.org/10.1016/j.injury.2024.111570
,2024, 'Incidence and Predictors of Readmissions to Non-Index Hospitals After Transcatheter Aortic Valve Implantation in the Contemporary Era in New South Wales, Australia', Heart Lung and Circulation, 33, pp. 1027 - 1035, http://dx.doi.org/10.1016/j.hlc.2024.02.012
,2024, 'Factors associated with cardiac implantable electronic device-related infections, New South Wales, 2016–21: a retrospective cohort study', Medical Journal of Australia, 220, pp. 510 - 516, http://dx.doi.org/10.5694/mja2.52302
,2024, 'Estimating the impact of bias in causal epidemiological studies: the case of health outcomes following assisted reproduction', Human Reproduction, 39, pp. 869 - 875, http://dx.doi.org/10.1093/humrep/deae053
,2024, 'Predictive analytics for cardiovascular patient readmission and mortality: An explainable approach', Computers in Biology and Medicine, 174, pp. 108321, http://dx.doi.org/10.1016/j.compbiomed.2024.108321
,2024, 'The Australian Health Care Homes trial: quality of care and patient outcomes. A propensity score-matched cohort study', Medical Journal of Australia, 220, pp. 372 - 378, http://dx.doi.org/10.5694/mja2.52266
,2024, 'Data Resource Profile: The Cardiac Analytics and Innovation (CardiacAI) Data Repository', International Journal of Epidemiology, 53, http://dx.doi.org/10.1093/ije/dyae040
,2024, 'Predicting Adverse Outcomes Following Catheter Ablation Treatment for Atrial Flutter/Fibrillation', Heart Lung and Circulation, 33, pp. 470 - 478, http://dx.doi.org/10.1016/j.hlc.2023.12.016
,2024, 'Overcoming silos in health care systems through meso-level organisations – a case study of health reforms in New South Wales, Australia', The Lancet Regional Health - Western Pacific, 44, http://dx.doi.org/10.1016/j.lanwpc.2024.101013
,2024, 'Risk for Congenital Anomalies in Children Conceived With Medically Assisted Fertility Treatment: A Population-Based Cohort Study', Obstetrical and Gynecological Survey, 79, pp. 101 - 103, http://dx.doi.org/10.1097/01.ogx.0001008544.02811.12
,2024, 'Does use of GP and specialist services vary across areas and according to individual socioeconomic position? A multilevel analysis using linked data in Australia', BMJ Open, 14, http://dx.doi.org/10.1136/bmjopen-2023-074624
,2024, 'Enriching Data Science and Health Care Education: Application and Impact of Synthetic Data Sets Through the Health Gym Project', JMIR Medical Education, 10, http://dx.doi.org/10.2196/51388
,2024, 'Factors Associated with Participation in a Multidomain Web-Based Dementia Prevention Trial: Evidence from Maintain Your Brain (MYB)', Advances in Alzheimer's Disease, 11, pp. 387 - 402, http://dx.doi.org/10.3233/AIAD230097
,2024, 'Readmission to a non-index hospital following total joint replacement prevalence and association with mortality in 394,248 Australian patients', Bone and Joint Open, 5, pp. 60 - 68, http://dx.doi.org/10.1302/2633-1462.51.BJO-2023-0118.R1
,2024, 'Lead Extraction Following Cardiac Implantable Electronic Device (CIED) Infections and its Association With 1-Year Mortality', Heart, Lung and Circulation, 33, pp. S432 - S432, http://dx.doi.org/10.1016/j.hlc.2024.06.665
,2024, 'Outcomes Following Index Heart Failure Admission Among Indigenous Australians in NSW Compared With Matched Non-Indigenous Patients: A Retrospective Cohort Study', Heart, Lung and Circulation, 33, pp. S466 - S466, http://dx.doi.org/10.1016/j.hlc.2024.06.736
,2023, 'In-hospital outcomes by insurance type among patients undergoing percutaneous coronary interventions for acute myocardial infarction in New South Wales public hospitals', International Journal for Equity in Health, 22, pp. 226, http://dx.doi.org/10.1186/s12939-023-02030-1
,2023, 'The relationship between hyperglycaemia on admission and patient outcome is modified by hyperlactatemia and diabetic status: a retrospective analysis of the eICU collaborative research database', Scientific Reports, 13, http://dx.doi.org/10.1038/s41598-023-43044-7
,2023, 'Elective spinal surgery in New South Wales adults, 2001–20, by procedure funding type: a cross-sectional study', Medical Journal of Australia, 219, pp. 303 - 309, http://dx.doi.org/10.5694/mja2.52046
,2023, 'Automated ICD coding using extreme multi-label long text transformer-based models', Artificial Intelligence in Medicine, 144, http://dx.doi.org/10.1016/j.artmed.2023.102662
,2023, 'Continuous time recurrent neural networks: Overview and benchmarking at forecasting blood glucose in the intensive care unit', Journal of Biomedical Informatics, 146, http://dx.doi.org/10.1016/j.jbi.2023.104498
,2023, 'Have We Been Underestimating Modifiable Dementia Risk? An Alternative Approach for Calculating the Combined Population Attributable Fraction for Modifiable Dementia Risk Factors', American Journal of Epidemiology, 192, pp. 1763 - 1771, http://dx.doi.org/10.1093/aje/kwad138
,2023, 'Risk for Congenital Anomalies in Children Conceived With Medically Assisted Fertility Treatment', Annals of Internal Medicine, 176, pp. 1308 - 1320, http://dx.doi.org/10.7326/M23-0872
,2023, 'Software Application Profile: The daggle app-A tool to support learning and teaching the graphical rules of selecting adjustment variables using directed acyclic graphs', International Journal of Epidemiology, 52, pp. 1659 - 1664, http://dx.doi.org/10.1093/ije/dyad038
,2023, 'Study protocol for development and validation of a single tool to assess risks of stroke, diabetes mellitus, myocardial infarction and dementia: DemNCD-Risk', BMJ Open, 13, pp. e076860, http://dx.doi.org/10.1136/bmjopen-2023-076860
,2023, 'Comparison of long-term outcomes of bioprosthetic and mechanical aortic valve replacement in patients younger than 65 years', Journal of Thoracic and Cardiovascular Surgery, 166, pp. 728 - 737.e13, http://dx.doi.org/10.1016/j.jtcvs.2022.01.016
,2023, 'Long-term Mortality and Reintervention after Endovascular and Open Abdominal Aortic Aneurysm Repairs in Australia, Germany, and the United States', Annals of Surgery, 278, pp. E626 - E633, http://dx.doi.org/10.1097/SLA.0000000000005768
,2023, 'Real-world evidence on the association between cardiac implantable electronic device infection and all-cause mortality', Europace, 25, http://dx.doi.org/10.1093/europace/euad274
,2023, 'Web-Based Application Based on Human-in-the-Loop Deep Learning for Deidentifying Free-Text Data in Electronic Medical Records: Development and Usability Study.', Interact J Med Res, 12, pp. e46322, http://dx.doi.org/10.2196/46322
,2023, 'Generating synthetic clinical data that capture class imbalanced distributions with generative adversarial networks: Example using antiretroviral therapy for HIV', Journal of Biomedical Informatics, 144, http://dx.doi.org/10.1016/j.jbi.2023.104436
,2023, 'Parental history of dementia and the risk of dementia: A cross-sectional analysis of a global collaborative study', Psychiatry and Clinical Neurosciences, 77, pp. 449 - 456, http://dx.doi.org/10.1111/pcn.13561
,2023, 'Comparative effect of varenicline and nicotine patches on preventing repeat cardiovascular events', Heart, 109, pp. 1016 - 1024, http://dx.doi.org/10.1136/heartjnl-2022-322170
,2023, 'P-783 Obstetric and neonatal outcomes after single vitrified-thawed vs. fresh blastocyst transfer: a population-based linkage study', Human Reproduction, 38, http://dx.doi.org/10.1093/humrep/dead093.1093
,2023, 'Machine-learning versus traditional approaches for atherosclerotic cardiovascular risk prognostication in primary prevention cohorts: a systematic review and meta-analysis', European Heart Journal - Quality of Care and Clinical Outcomes, 9, pp. 310 - 322, http://dx.doi.org/10.1093/ehjqcco/qcad017
,2023, 'Associations of Breast Arterial Calcifications with Cardiovascular Disease', Journal of Women's Health, 32, pp. 529 - 545, http://dx.doi.org/10.1089/jwh.2022.0394
,2023, 'Long-Term Outcomes Following Elective Repair of Intact Abdominal Aortic Aneurysms: A Comparison Between Open Surgical and Endovascular Repair Using Linked Administrative and Clinical Registry Data', Annals of Surgery, 277, pp. E955 - E962, http://dx.doi.org/10.1097/SLA.0000000000005259
,2023, 'Maternal asthma in Australian indigenous women and perinatal outcomes: A whole population–linked study', International Journal of Gynecology and Obstetrics, 160, pp. 653 - 660, http://dx.doi.org/10.1002/ijgo.14363
,2023, 'Trends and Outcomes for Percutaneous Coronary Intervention and Coronary Artery Bypass Graft Surgery in New South Wales from 2008 to 2019', American Journal of Cardiology, 187, pp. 110 - 118, http://dx.doi.org/10.1016/j.amjcard.2022.10.047
,2023, 'Factors Associated with Participation in a Multidomain Web-Based Dementia Prevention Trial: Evidence from Maintain Your Brain (MYB)', Journal of Alzheimer's Disease, 92, pp. 959 - 974, http://dx.doi.org/10.3233/JAD-220990
,2023, 'Cardiac Analytics and Innovation (CardiacAI): An EMR Data Resource for Translational Cardiovascular Research', Heart, Lung and Circulation, 32, pp. S350 - S350, http://dx.doi.org/10.1016/j.hlc.2023.06.799
,2023, 'Editor's Choice – Comparison of outcomes for major contemporary endograft devices used for endovascular repair of intact abdominal aortic aneurysms', European Journal of Vascular and Endovascular Surgery, 65, pp. 272 - 280, http://dx.doi.org/10.1016/j.ejvs.2022.11.005
,2023, 'FC4: Maintain Your Brain: a scalable 3-year online intervention which reduced cognitive decline in 55-77 year olds', International Psychogeriatrics, 35, pp. 67 - 67, http://dx.doi.org/10.1017/s1041610223001023
,2023, 'Maintain Your Brain: outcomes of an online program to prevent cognitive decline with aging.', Alzheimer's & Dementia, 19, http://dx.doi.org/10.1002/alz.075183
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