By Professor Louisa Jorm

Journal articles

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

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

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 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

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', INTERACTIVE JOURNAL OF MEDICAL RESEARCH, 12, http://dx.doi.org/10.2196/46322

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

Lujic S; Randall DA; Simpson JM; Falster MO; Jorm LR, 2022, 'Interaction effects of multimorbidity and frailty on adverse health outcomes in elderly hospitalised patients', Scientific Reports, 12, pp. 14139, http://dx.doi.org/10.1038/s41598-022-18346-x

Wang X; Carcel C; Hsu B; Shajahan S; Miller M; Peters S; Randall DA; Havard A; Redfern J; Anderson CS; Jorm L; Woodward M, 2022, 'Differences in the pre-hospital management of women and men with stroke by emergency medical services in New South Wales', Medical Journal of Australia, 217, pp. 143 - 148, http://dx.doi.org/10.5694/mja2.51652

Sotade OT; Jorm LR; Kushwaha VV; Yu J; Sedrakyan A; Falster MO; Pearson SA, 2022, 'Post-Discharge Antithrombotic Therapy Following Transcatheter Aortic Valve Implantation in Australian Patients', Heart Lung and Circulation, 31, pp. 1144 - 1152, http://dx.doi.org/10.1016/j.hlc.2022.04.048

Adikari D; Gharleghi R; Zhang S; Jorm L; Sowmya A; Moses D; Ooi SY; Beier S, 2022, 'A new and automated risk prediction of coronary artery disease using clinical endpoints and medical imaging-derived patient-specific insights: protocol for the retrospective GeoCAD cohort study', BMJ Open, 12, pp. e054881, http://dx.doi.org/10.1136/bmjopen-2021-054881

Hsu B; Carcel C; Wang X; Peters SAE; Randall DA; Havard A; Miller M; Redfern J; Woodward M; Jorm LR, 2022, 'Erratum to “Sex differences in emergency medical services management of patients with myocardial infarction: Analysis of routinely collected data for over 110,000 patients” [Am Heart J (2021) 87-91](S0002870321001885)(10.1016/j.ahj.2021.07.009)', American Heart Journal, 248, pp. 175 - 176, http://dx.doi.org/10.1016/j.ahj.2021.11.007

Miller M; Bootland D; Jorm L; Gallego B, 2022, 'Improving ambulance dispatch triage to trauma: A scoping review using the framework of development and evaluation of clinical prediction rules', Injury, 53, pp. 1746 - 1755, http://dx.doi.org/10.1016/j.injury.2022.03.020

Harvey L; Harris IA; Mitchell RJ; Webster A; Cameron ID; Jorm L; Seymour H; Sarrami P; Close J, 2022, 'Improved survival rates after hip fracture surgery in New South Wales, 2011–2018', Medical Journal of Australia, 216, pp. 420 - 421, http://dx.doi.org/10.5694/mja2.51440

Choi SKY; Venetis C; Ledger W; Havard A; Harris K; Norman RJ; Jorm LR; Chambers GM, 2022, 'Population-wide contribution of medically assisted reproductive technologies to overall births in Australia: Temporal trends and parental characteristics', Human Reproduction, 37, pp. 1047 - 1058, http://dx.doi.org/10.1093/humrep/deac032

Hanly M; Churches T; Fitzgerald O; MacIntyre CR; Jorm L, 2022, 'Vaccinating Australia: How long will it take?', Vaccine, 40, pp. 2491 - 2497, http://dx.doi.org/10.1016/j.vaccine.2021.07.006

Quiroz JC; Chard T; Sa Z; Ritchie A; Jorm L; Gallego B, 2022, 'Extract, transform, load framework for the conversion of health databases to OMOP', Plos One, 17, http://dx.doi.org/10.1371/journal.pone.0266911

Sotade OT; Pearson SA; Jorm LR; Kushwaha VV; Sedrakyan A; Falster MO, 2022, 'Changing Practice: Procedural Volume of Transcatheter Aortic Valve Implantation by Age and Funding in New South Wales, 2002–2018', Heart Lung and Circulation, 31, pp. e17 - e19, http://dx.doi.org/10.1016/j.hlc.2021.09.010

Falster MO; Schaffer AL; Wilson A; Nasis A; Jorm LR; Hay M; Leeb K; Pearson SA; Brieger D, 2022, 'Evidence-practice gaps in P2Y12 inhibitor use after hospitalisation for acute myocardial infarction: findings from a new population-level data linkage in Australia', Internal Medicine Journal, 52, pp. 249 - 258, http://dx.doi.org/10.1111/imj.15036

Hanly MJ; Churches T; Fitzgerald O; Post JJ; MacIntyre CR; Jorm L, 2022, 'The impact of re-opening the international border on COVID-19 hospitalisations in Australia: a modelling study', Medical Journal of Australia, 216, pp. 39 - 42, http://dx.doi.org/10.5694/mja2.51291

Brodaty H; Heffernan M; Singh MAF; Valenzuela M; Lautenschlager NT; Anstey KJ; Sachdev PS; Jorm L; McNeil J; Maeder A; Ginige JA; Chau T; San Jose JC; Millard M; Welberry H; Group MYBR, 2022, 'Maintain Your Brain: a 3‐year online randomized controlled trial to reduce cognitive decline in 55‐77 year olds', Alzheimer's & Dementia, 18, http://dx.doi.org/10.1002/alz.061548

De Oliveira Costa J; Pearson SA; Elshaug AG; Van Gool K; Jorm LR; Falster MO, 2021, 'Rates of Low-Value Service in Australian Public Hospitals and the Association with Patient Insurance Status', JAMA Network Open, 4, pp. e2138543, http://dx.doi.org/10.1001/jamanetworkopen.2021.38543

Butler DC; Jorm LR; Larkins S; Humphreys J; Desborough J; Korda KJ, 2021, 'Examining area-level variation in service organisation and delivery across the breadth of primary healthcare. Usefulness of measures constructed from routine data', Plos One, 16, http://dx.doi.org/10.1371/journal.pone.0260615

Shawon MSR; Odutola M; Falster MO; Jorm LR, 2021, 'Patient and hospital factors associated with 30-day readmissions after coronary artery bypass graft (CABG) surgery: a systematic review and meta-analysis', Journal of Cardiothoracic Surgery, 16, pp. 172, http://dx.doi.org/10.1186/s13019-021-01556-1

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