Select Publications

Journal articles

Shawon MSR; Hsu B; Chard R; Nicholson IA; Elias VL; Nicola LK; Moore CR; Hirschhorn AD; Jorm LR; Mungovan SF, 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

Walker AR; Venetis CA; Opdahl S; Chambers GM; Jorm LR; Vajdic CM, 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

Huberts LCE; Li S; Blake V; Jorm L; Yu J; Ooi SY; Gallego B, 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

Tran DT; Falster MO; Pearse J; Mazevska D; McElduff P; Pearson S; van Gool KC; Hall J; Jorm L, 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

Blake V; Jorm L; Yu J; Lee A; Gallego B; Ooi SY, 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

Quiroz JC; Brieger D; Jorm LR; Sy RW; Hsu B; Gallego B, 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

Peiris D; Feyer AM; Barnard J; Billot L; Bouckley T; Campain A; Cordery D; de Souza A; Downey L; Elshaug AG; Ford B; Hanfy H; Hales L; Khalaj BH; Huckel Schneider C; Inglis J; Jan S; Jorm L; Landon B; Lujic S; Mulley J; Pearson SA; Schierhout G; Sivaprakash P; Stanton C; Stephens A; Willcox D, 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

Venetis C; Choi SKY; Jorm L; Zhang X; Ledger W; Lui K; Havard A; Chapman M; Norman RJ; Chambers GM, 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

Butler DC; Larkins S; Jorm L; Korda RJ, 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

Kuo NIH; Perez-Concha O; Hanly M; Mnatzaganian E; Hao B; Di Sipio M; Yu G; Vanjara J; Valerie IC; de Oliveira Costa J; Churches T; Lujic S; Hegarty J; Jorm L; Barbieri S, 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

Shawon MSR; Sotade OT; Li J; Hill MD; Strachan L; Challis G; King K; Ooi SY; Jorm L, 2024, 'Factors associated with cardiac implantable electronic device-related infections, New South Wales, 2016–21: a retrospective cohort study', Medical Journal of Australia, http://dx.doi.org/10.5694/mja2.52302

Welberry HJ; Chau T; Heffernan M; San Jose JC; Jorm LR; Singh MF; Sachdev PS; Anstey KJ; Lautenschlager NT; Valenzuela M; McNeil JJ; Brodaty H, 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

Miller M; Jorm L; Partyka C; Burns B; Habig K; Oh C; Immens S; Ballard N; Gallego B, 2024, 'Identifying prehospital trauma patients from ambulance patient care records; comparing two methods using linked data in New South Wales, Australia', Injury, http://dx.doi.org/10.1016/j.injury.2024.111570

Shawon MSR; Ryan JB; Jorm L, 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, http://dx.doi.org/10.1016/j.hlc.2024.02.012

Shawon MSR; Jin X; Hanly M; de Steiger R; Harris I; Jorm L, 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

de Oliveira Costa J; Pearson SA; Brieger D; Lujic S; Shawon MSR; Jorm LR; van Gool K; Falster MO, 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

Fitzgerald O; Perez-Concha O; Gallego-Luxan B; Rudd L; Jorm L, 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

Tran DT; Lewin AM; Jorm L; Harris IA, 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

Liu L; Perez-Concha O; Nguyen A; Bennett V; Jorm L, 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

Fitzgerald O; Perez-Concha O; Gallego-Luxan B; Metke-Jimenez A; Rudd L; Jorm L, 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

Welberry HJ; Tisdell CC; Huque MH; Jorm LR, 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

Venetis C; Choi SKY; Jorm L; Zhang X; Ledger W; Lui K; Havard A; Chapman M; Norman RJ; Chambers GM, 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

Hanly M; Brew BK; Austin A; Jorm L, 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

Kootar S; Huque MH; Kiely KM; Anderson CS; Jorm L; Kivipelto M; Lautenschlager NT; Matthews F; Shaw JE; Whitmer RA; Peters R; Anstey KJ, 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

Sotade OT; Falster MO; Pearson SA; Jorm LR; Sedrakyan A, 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

Mao J; Behrendt CA; Falster MO; Varcoe RL; Zheng X; Peters F; Beiles B; Schermerhorn ML; Jorm L; Beck AW; Sedrakyan A, 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

Shawon MSR; Sotade OT; Hill M; Strachan L; Challis G; Ooi SY; Jorm LR, 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

Liu L; Perez-Concha O; Nguyen A; Bennett V; Blake V; Gallego B; Jorm L, 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

Kuo NIH; Garcia F; Sönnerborg A; Böhm M; Kaiser R; Zazzi M; Polizzotto M; Jorm L; Barbieri S, 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

Oh DJ; Bae JB; Lipnicki DM; Han JW; Sachdev PS; Kim TH; Kwak KP; Kim BJ; Kim SG; Kim JL; Moon SW; Park JH; Ryu SH; Youn JC; Lee DY; Lee DW; Lee SB; Lee JJ; Jhoo JH; Skoog I; Najar J; Sterner TR; Guaita A; Vaccaro R; Rolandi E; Scarmeas N; Yannakoulia M; Kosmidis MH; Riedel-Heller SG; Roehr S; Dominguez J; De Guzman MF; Fowler KC; Lobo A; Saz P; Lopez-Anton R; Anstey KJ; Cherbuin N; Mortby ME; Brodaty H; Trollor J; Kochan N; Kim KW; Jorm L, 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

Robijn AL; Filion KB; Woodward M; Hsu B; Chow CK; Pearson SA; Jorm L; Falster MO; Havard A, 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

Venetis C; Choi SKY; Paul R; Jorm L; Chambers GM, 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

Liu W; Laranjo L; Klimis H; Chiang J; Yue J; Marschner S; Quiroz JC; Jorm L; Chow CK, 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

Ibrahim M; Suleiman ME; Gandomkar Z; Tavakoli Taba A; Arnott C; Jorm L; Barraclough JY; Barbieri S; Brennan PC, 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

Falster MO; Garland SK; Jorm LR; Beiles CB; Freeman AJ; Sedrakyan A; Sotade OT; Varcoe RL, 2023, 'Comparison of Outcomes for Major Contemporary Endograft Devices Used for Endovascular Repair of Intact Abdominal Aortic Aneurysms', JOURNAL OF VASCULAR SURGERY, 77, pp. 1293 - 1293, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:001008501000005&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Garland SK; Falster MO; Beiles CB; Freeman AJ; Jorm LR; Sedrakyan A; Sotade O; Varcoe RL, 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

Brew BK; Gibberd A; Marks GB; Murphy VE; Jorm L; Chambers GM; Hartz D; Eades S; McNamara B, 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

Shawon MSR; Falster MO; Hsu B; Yu J; Ooi SY; Jorm L, 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

Welberry HJ; Chau T; Heffernan M; San Jose JC; Jorm LR; Singh MF; Sachdev PS; Anstey KJ; Lautenschlager NT; Valenzuela M; McNeil JJ; Brodaty H, 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

Blake V; Yu J; Jorm L; Ooi S; Gallego-Luxan B, 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

Falster MO; Garland SK; Jorm LR; Beiles CB; Freeman AJ; Sedrakyan A; Sotade OT; Varcoe RL, 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

Brodaty H; Valenzuela M; Singh MF; Sachdev PS; Millard M; McNeil J; Maeder A; Jorm L; Heffernan M; Anstey KJ; Ginige JA; Chau T; Jose JCS; Welberry H; Kochan N; MClinNeuro , 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

Brodaty H; Valenzuela M; Singh MAF; Sachdev PS; McNeil J; Lautenschlager NT; Maeder A; Jorm L; Millard M; Heffernan M; Anstey KJ; Ginige JA; Chau T; San Jose JC; Welberry H; Briggs N; Popovic G, 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

Robijn AL; Woodward M; Pearson SA; Hsu B; Chow CK; Filion KB; Jorm L; Havard A, 2022, 'Uptake of prescription smoking cessation pharmacotherapies after hospitalization for major cardiovascular disease', European journal of preventive cardiology, 29, pp. 2173 - 2182, http://dx.doi.org/10.1093/eurjpc/zwac172

Hanly M; Churches T; Fitzgerald O; Caterson I; MacIntyre CR; Jorm L, 2022, 'Modelling vaccination capacity at mass vaccination hubs and general practice clinics: a simulation study', BMC Health Services Research, 22, http://dx.doi.org/10.1186/s12913-022-08447-8

Kuo NIH; Polizzotto MN; Finfer S; Garcia F; Sönnerborg A; Zazzi M; Böhm M; Kaiser R; Jorm L; Barbieri S, 2022, 'The Health Gym: synthetic health-related datasets for the development of reinforcement learning algorithms', Scientific Data, 9, http://dx.doi.org/10.1038/s41597-022-01784-7

Liu L; Perez-Concha O; Nguyen A; Bennett V; Jorm L, 2022, 'De-identifying Australian hospital discharge summaries: An end-to-end framework using ensemble of deep learning models', Journal of Biomedical Informatics, 135, http://dx.doi.org/10.1016/j.jbi.2022.104215

Quiroz JC; Brieger D; Jorm LR; Sy RW; Falster MO; Gallego B, 2022, 'An Observational Study of Clinical and Health System Factors Associated With Catheter Ablation and Early Ablation Treatment for Atrial Fibrillation in Australia', Heart Lung and Circulation, 31, pp. 1269 - 1276, http://dx.doi.org/10.1016/j.hlc.2022.04.049

Jin X; Gallego Luxan B; Hanly M; Pratt NL; Harris I; de Steiger R; Graves SE; Jorm L, 2022, 'Estimating incidence rates of periprosthetic joint infection after hip and knee arthroplasty for osteoarthritis using linked registry and administrative health data', Bone and Joint Journal, 104 B, pp. 1060 - 1066, http://dx.doi.org/10.1302/0301-620X.104B9.BJJ-2022-0116.R1

Liu L; Perez-Concha O; Nguyen A; Bennett V; Jorm L, 2022, 'Hierarchical label-wise attention transformer model for explainable ICD coding', Journal of Biomedical Informatics, 133, http://dx.doi.org/10.1016/j.jbi.2022.104161


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