By Professor Louisa Jorm

Journal articles

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

Hsu B; Korda RJ; Lindley RI; Douglas KA; Naganathan V; Jorm LR, 2021, 'Use of health and aged care services in Australia following hospital admission for myocardial infarction, stroke or heart failure', BMC Geriatrics, 21, http://dx.doi.org/10.1186/s12877-021-02519-w

Hsu B; Carcel C; Wang X; Peters SAE; Randall DA; Havard A; Miller M; Redfern J; Woodward M; Jorm LR, 2021, 'Sex differences in emergency medical services management of patients with myocardial infarction: analysis of routinely collected data for over 110,000 patients', American Heart Journal, 241, pp. 87 - 91, http://dx.doi.org/10.1016/j.ahj.2021.07.009

Paige E; Doyle K; Jorm L; Banks E; Hsu MP; Nedkoff L; Briffa T; Cadilhac DA; Mahoney R; Verjans JW; Dwivedi G; Inouye M; Figtree GA, 2021, 'A Versatile Big Data Health System for Australia: Driving Improvements in Cardiovascular Health', Heart Lung and Circulation, 30, pp. 1467 - 1476, http://dx.doi.org/10.1016/j.hlc.2021.04.023

Kerr MM; Graves SE; Duszynski KM; Inacio MC; De Steiger RN; Harris IA; Ackerman IN; Jorm LR; Lorimer MF; Gulyani A; Pratt NL, 2021, 'Does a Prescription-based Comorbidity Index Correlate with the American Society of Anesthesiologists Physical Status Score and Mortality after Joint Arthroplasty? A Registry Study', Clinical Orthopaedics and Related Research, 479, pp. 2181 - 2190, http://dx.doi.org/10.1097/CORR.0000000000001895

Keller E; Newman JE; Ortmann A; Jorm LR; Chambers GM, 2021, 'How Much Is a Human Life Worth? A Systematic Review', Value in Health, 24, pp. 1531 - 1541, http://dx.doi.org/10.1016/j.jval.2021.04.003

Griffiths KE; Blain J; Vajdic CM; Jorm L, 2021, 'Indigenous and tribal peoples data governance in health research: A systematic review', International Journal of Environmental Research and Public Health, 18, http://dx.doi.org/10.3390/ijerph181910318

Choi SKY; Tran DT; Kemp-Casey A; Preen DB; Randall D; Einarsdottir K; Jorm LR; Havard A, 2021, 'The Comparative Effectiveness of Varenicline and Nicotine Patches for Smoking Abstinence During Pregnancy: Evidence From a Population-based Cohort Study', Nicotine and Tobacco Research, 23, pp. 1664 - 1672, http://dx.doi.org/10.1093/ntr/ntab063

Lujic S; Randall D; Simpson J; Falster M; Jorm L, 2021, '1467Interaction effects of multimorbidity and frailty on adverse health outcomes in elderly hospitalised patients', International Journal of Epidemiology, 50, http://dx.doi.org/10.1093/ije/dyab168.402

Hsu B; Korda R; Naganathan V; Lewis P; Ooi SY; Brieger D; Jorm L, 2021, 'Burden of cardiovascular diseases in older adults using aged care services', Age and Ageing, 50, pp. 1845 - 1849, http://dx.doi.org/10.1093/ageing/afab083

Welberry HJ; Jorm LR; Schaffer AL; Barbieri S; Hsu B; Harris MF; Hall J; Brodaty H, 2021, 'Psychotropic medicine prescribing and polypharmacy for people with dementia entering residential aged care: the influence of changing general practitioners', Medical Journal of Australia, 215, pp. 130 - 136, http://dx.doi.org/10.5694/mja2.51153

Fitzgerald O; Perez-Concha O; Gallego B; Saxena MK; Rudd L; Metke-Jimenez A; Jorm L, 2021, 'Incorporating real-world evidence into the development of patient blood glucose prediction algorithms for the ICU', Journal of the American Medical Informatics Association, 28, pp. 1642 - 1650, http://dx.doi.org/10.1093/jamia/ocab060

Choi SKY; Gordon A; Hilder L; Henry A; Hyett JA; Brew BK; Joseph F; Jorm L; Chambers GM; Haasdyk BB, 2021, 'Performance of six birth-weight and estimated-fetal-weight standards for predicting adverse perinatal outcome: a 10-year nationwide population-based study', Ultrasound in Obstetrics and Gynecology, 58, pp. 264 - 277, http://dx.doi.org/10.1002/uog.22151

Harvey LA; Harris IA; Mitchell RJ; Webster A; Cameron ID; Jorm LR; Seymour H; Sarrami P; Close JCT, 2021, 'Impact of pre-surgery hospital transfer on time to surgery and 30-day mortality for people with hip fractures', Medical Journal of Australia, 215, pp. 87 - 88, http://dx.doi.org/10.5694/mja2.51083

Welberry HJ; Jorm LR; Barbieri S; Hsu B; Brodaty H, 2021, 'The impact of dementia on aged care service transitions in the last five years of life', Age and Ageing, 50, pp. 1159 - 1165, http://dx.doi.org/10.1093/ageing/afaa254

Brew B; Gibberd A; Marks GB; Strobel N; Allen CW; Jorm L; Chambers G; Eades S; McNamara B; Haasdyk BB, 2021, 'Identifying preventable risk factors for hospitalised asthma in young Aboriginal children: A whole-population cohort study', Thorax, 76, pp. 539 - 546, http://dx.doi.org/10.1136/thoraxjnl-2020-216189

Chambers GM; Choi SKY; Irvine K; Venetis C; Harris K; Havard A; Norman RJ; Lui K; Ledger W; Jorm LR, 2021, 'A bespoke data linkage of an IVF clinical quality registry to population health datasets; methods and performance', International Journal of Population Data Science, 6, pp. 1679, http://dx.doi.org/10.23889/ijpds.v6i1.1679

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