By Professor Louisa Jorm

Book Chapters

Kuo NIH; Gallego B; Jorm LR, 2025, 'Masked Clinical Modelling: A Framework for Synthetic and Augmented Survival Data Generation', in , pp. 633 - 637, http://dx.doi.org/10.3233/SHTI250917

Welberry HJ; Chau T; Heffernan M; San Jose JC; Jorm LR; Singh MF; Sachdev PS; Anstey KJ; Lautenschlagerh 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)', in Handbook of Intervention and Alzheimer's Disease, IOS Press, pp. 387 - 402, http://dx.doi.org/10.3233/AIAD230097

Journal articles

Filipcikova M; Jorm L; Barbieri S, 2026, 'Travel times and distances to health services in Australia', Scientific Data, 13, http://dx.doi.org/10.1038/s41597-025-06381-y

Karamitros G; Catic A; Gergoudis F; Kubiak CA; Thayer WP; Barbieri S; Jorm L; Lineaweaver WC; Perdikis G; Lamaris GA, 2026, 'Immediate versus delayed free-flap breast reconstruction: Higher readmission after immediate reconstruction in a 20,415-patient IPTW NSQIP cohort', Journal of Plastic Reconstructive and Aesthetic Surgery, 119, pp. 128 - 138, http://dx.doi.org/10.1016/j.bjps.2026.05.066

Kuo NIH; Barbieri S; Arnott C; Gallego B; Gandomkar Z; Ferdousi S; Douglas K; Woodward M; Jorm L, 2026, 'Estimating 5-year absolute risk of cardiovascular disease using routinely collected electronic medical records from Australian general practices', Heart, 112, pp. 674 - 683, http://dx.doi.org/10.1136/heartjnl-2025-325776

Kuo NIH; Gallego B; Jorm LR, 2026, 'Limits of Generative Pre-Training in Structured EMR Trajectories with Irregular Sampling', Studies in Health Technology and Informatics, 336, pp. 554 - 558, http://dx.doi.org/10.3233/SHTI260232

Kuo NIH; Hill F; Arnott C; Douglas K; Barbieri S; Ferdousi S; Gandomkar Z; Gallego-Luxan B; Woodward M; Jorm L, 2026, 'Initiators of Semaglutide in General Practice in New South Wales, 2020–2023: A Retrospective Cohort Study', Heart Lung and Circulation, 35, pp. 554 - 562, http://dx.doi.org/10.1016/j.hlc.2025.09.012

Barraclough JY; Gandomkar Z; Fletcher RA; Barbieri S; Kuo NIH; Rodgers A; Douglas K; Poppe KK; Woodward M; Luxan BG; Neal B; Jorm L; Brennan P; Arnott C, 2026, 'Predicting cardiovascular events from routine mammograms using machine learning', Heart, 112, pp. 261 - 269, http://dx.doi.org/10.1136/heartjnl-2025-325705

Karamitros G; Catic A; Grant MP; Barbieri S; Jorm L; Perdikis G; Lamaris GA, 2026, 'Evolution of Length of Stay in Microsurgical Breast Reconstruction: A National Big Data Study of 21, 777 Flap Cases from a 16-Year ACS-NSQIP Analysis', Plastic and Reconstructive Surgery, Publish Ahead of Print, http://dx.doi.org/10.1097/PRS.0000000000012904

Hill M; Khalaj BH; Shawon MSR; Strachan L; Challis G; King K; Jorm L; Holbrook R, 2026, 'Cost-Effectiveness of an Antibacterial Envelope in Patients at High Risk of Cardiac Implantable Electronic Device Infection in the Australian Public Healthcare System', Journal of Arrhythmia, 42, http://dx.doi.org/10.1002/joa3.70282

Liu L; Blake V; Barman M; Gallego B; Churches T; Kennedy G; Ooi SY; Delaney GP; Jorm L, 2026, 'Using natural language processing to extract information from clinical text in electronic medical records for populating clinical registries: a systematic review', Journal of the American Medical Informatics Association, 33, pp. 484 - 499, http://dx.doi.org/10.1093/jamia/ocaf176

Churches TR; Green R; Nguyen PB; Shawon SR; Jorm LR, 2026, 'E-Research Institutional Cloud Architecture (ERICA): An Orchestration Meta-Framework for Establishing Trusted Research Environments Using Public Cloud Computing', International Journal of Population Data Science, 11, http://dx.doi.org/10.23889/ijpds.v11i1.3373

Vajdic CM; Walker AR; Anazodo AC; Hacker NF; Chapman M; Opdahl S; Jorm L; Norman RJ; Stern C; Sansom-Daly UM; Chambers GM; Venetis C, 2026, 'Cancer Incidence in Women After Medically Assisted Reproduction', JAMA Network Open, 9, http://dx.doi.org/10.1001/jamanetworkopen.2026.1332

Churches TR; Green R; Nguyen PB; Shawon MSR; Jorm LR, 2026, 'E-Research Institutional Cloud Architecture (ERICA): An Orchestration Meta-Framework for Establishing Trusted Research Environments Using Public Cloud Computing', International Journal of Population Data Science, 6, pp. 3373, http://dx.doi.org/10.23889/ijpds.v6i1.3373

Meredith T; Mohammed F; Pomeroy A; Barbieri S; Meijering E; Jorm L; Roy D; Hayward C; Kovacic JC; Muller DWM; Feneley MP; Namasivayam M, 2025, 'Aortic valve leaflet motion for diagnosis and classification of aortic stenosis using single view echocardiography', Journal of Cardiovascular Imaging, 33, http://dx.doi.org/10.1186/s44348-025-00051-8

Kuo NIH; Gallego B; Jorm L, 2025, 'Attention-based synthetic data generation for calibration-enhanced survival analysis: A case study for chronic kidney disease using electronic health records', Journal of Biomedical Informatics, 172, http://dx.doi.org/10.1016/j.jbi.2025.104928

Shawon MSR; Khalaj BH; Hill M; Challis G; Strachan L; Jorm L, 2025, 'Economic Burden Associated With Cardiac Implantable Electronic Device (CIED) Infections in New South Wales, Australia: A Population-Based Study Using Linked Administrative Data', Journal of Arrhythmia, 41, http://dx.doi.org/10.1002/joa3.70237

Gibberd A; Jones J; Jorm L; Shepherd C; Eades S; McNamara B, 2025, 'Health of Aboriginal and Torres Strait Islander children and their grandparents: a Western Australian retrospective cohort study', BMC Public Health, 25, http://dx.doi.org/10.1186/s12889-025-24577-0

Brodaty H; Chau T; Heffernan M; Ginige JA; Millard M; Sachdev PS; Anstey KJ; Lautenschlager NT; McNeil JJ; Jorm L; Maeder A; Singh MAF; Valenzuela M, 2025, 'Public Health', Alzheimer S Dementia the Journal of the Alzheimer S Association, 21, pp. e103197, http://dx.doi.org/10.1002/alz70860_103197

Shawon MSR; Yu J; Gomes S; Ooi SY; Jorm L, 2025, 'Real-World Evidence on Lead Extraction Following Cardiac Implantable Electronic Device (CIED) Infections and Its Association With 1-year Mortality', American Journal of Cardiology, 251, pp. 54 - 62, http://dx.doi.org/10.1016/j.amjcard.2025.05.015

Yu J; Indraratna P; Briggs NE; Brown P; Liu H; Atkins ER; Allan M; Lambert B; Alexopoulos C; Shetty P; Juergens C; French J; Head J; Kaur B; Liaw ST; Figtree GA; Gallagher R; Shreier G; Celler B; Jan S; Jorm L; Delbaere K; Lovell NH; Ooi SY, 2025, 'Rationale and design of the TeleClinical Care Cardiac (TCC-Cardiac) trial: A pragmatic randomized trial of adjunctive virtual models of care in the secondary prevention of cardiovascular events', American Heart Journal, 286, pp. 56 - 65, http://dx.doi.org/10.1016/j.ahj.2025.03.008

Welberry HJ; Ku LJE; Shih ST; Jorm LR; Singh MF; Valenzuela M; Anupama Ginige J; Anstey KJ; Sachdev PS; McNeil JJ; Lautenschlager NT; Heffernan M; Chau T; Brodaty H, 2025, 'The cost-effectiveness of an online intervention to prevent dementia: Results from the Maintain Your Brain (MYB) randomised controlled trial', Journal of Prevention of Alzheimer S Disease, 12, pp. 100151, http://dx.doi.org/10.1016/j.tjpad.2025.100151

Miller M; Jorm L; Gallego B, 2025, 'Data-driven identification of urgent surgical procedures for use in trauma outcomes measurement', Trauma Surgery and Acute Care Open, 10, http://dx.doi.org/10.1136/tsaco-2025-001783

Welberry HJ; Jorm LR; Kiely KM; Huque H; Peters R; Anstey KJ; Huque MH, 2025, 'Sex and socioeconomic differences in 15-year prevalence trends for modifiable dementia risk factors in Australia: a cross-sectional, time series analysis', Lancet Healthy Longevity, 6, pp. 100711, http://dx.doi.org/10.1016/j.lanhl.2025.100711

Welberry HJ; Tisdell CC; Jorm LR, 2025, 'Reflections on The Lancet's Commission on dementia prevention, intervention, and care', Lancet, 405, pp. 623 - 624, http://dx.doi.org/10.1016/S0140-6736(25)00146-1

Brodaty H; Chau T; Heffernan M; Ginige JA; Andrews G; Millard M; Sachdev PS; Anstey KJ; Lautenschlager NT; McNeil JJ; Jorm L; Kochan NA; Maeder A; Welberry H; San Jose JC; Briggs NE; Popovic G; Mavros Y; Almendrales Rangel C; Noble Y; Radd-Vagenas S; Flood VM; O’Leary F; Lampit A; Walton CC; Barr P; Fiatarone Singh M; Valenzuela M, 2025, 'An online multidomain lifestyle intervention to prevent cognitive decline in at-risk older adults: a randomized controlled trial', Nature Medicine, 31, pp. 565 - 573, http://dx.doi.org/10.1038/s41591-024-03351-6

Stanaway F; Zhu L; McDonald B; Ravulo J; Dickson M; Nassar N; Yap ML; Jorm L; Aitken S; Kritharides L; Wilson A; Blyth FM; Schneider CH; Soltani SK; Hsu B; Allen L, 2025, 'Using linked Census ancestry data to examine all-cause mortality by ethnicity in Australia', International Journal of Population Data Science, 10, http://dx.doi.org/10.23889/ijpds.v10i1.2476

Liu L; Jorm L; Kim N; Honeyman T; Vajdic CM, 2025, 'Extent of Open Science Practices in the Reporting of Real World Evidence Research', International Journal of Population Data Science, 10, pp. 2960, http://dx.doi.org/10.23889/ijpds.v10i2.2960

Choi SKY; Li W; Venetis C; Ledger W; Lui K; Harris K; Norman RJ; Jorm LR; Chambers GM, 2025, 'Perinatal risks associated with infertility and medically assisted reproduction: a population-based cohort study', Human Reproduction Open, 2025, http://dx.doi.org/10.1093/hropen/hoaf020

Chan J; Hastings J; Tiernan G; Paterson J; Lovell N; Betbeder-Matibet L; Tung PKM; Pink S; Lanzeni D; Donovan T; Milat A; Jorm L; Mazariego C; Zhang C; Fontaine G; Best S; Kennedy G; Michie S; Lin F; The ImpleMATE Network ; Taylor N, 2025, 'Combining implementation and data sciences to accelerate evidence integration into healthcare – ImpleMATE', , http://dx.doi.org/10.12688/f1000research.169999.1

Shawon M; Yu J; Gomes S; Ooi S; Jorm L, 2025, 'Factors Associated With 1-Year Mortality Following CIED Infection: A Retrospective Cohort Study', Heart, Lung and Circulation, 34, pp. S558 - S558, http://dx.doi.org/10.1016/j.hlc.2025.06.725

Meredith T; Mohammed F; Pomeroy A; Barbieri S; Meijering E; Jorm L; Roy D; Kovacic J; Feneley M; Hayward C; Muller D; Namasivayam M, 2025, 'Machine learning cluster analysis identifies increased 12-month mortality risk in transcatheter aortic valve replacement recipients.', Front Cardiovasc Med, 12, pp. 1444658, http://dx.doi.org/10.3389/fcvm.2025.1444658

Lewis J; Shawon M; Yu J; Magdy J; Badger S; Bannink C; Blake V; Kushwaha V; Jorm L; Ooi S, 2025, 'Mitral Transcatheter Edge-to-Edge repair in New South Wales: A Retrospective 1-Year Outcome Study', Heart, Lung and Circulation, 34, pp. S702 - S702, http://dx.doi.org/10.1016/j.hlc.2025.06.972

Lewis J; Shawon M; Yu J; Magdy J; Badger S; Bannink C; Blake V; Kushwaha V; Jorm L; Ooi S, 2025, 'Mitral Transcatheter Edge-to-Edge Repair in New South Wales: A Retrospective 5-Year Outcome Study', Heart, Lung and Circulation, 34, pp. S702 - S703, http://dx.doi.org/10.1016/j.hlc.2025.06.973

Challis G; Hill M; Khalaj B; Rahman Shawon MS; Strachan L; King K; Jorm L, 2025, 'RWD75 USING REAL WORLD DATA TO ESTIMATE THE COST OF CARDIAC IMPLANTABLE ELECTRONIC DEVICE (CIED) INFECTION IN A HIGH-RISK AUSTRALIAN POPULATION', Value in Health Regional Issues, 49, pp. 101305 - 101305, http://dx.doi.org/10.1016/j.vhri.2025.101305

Meredith T; Mohammed F; Pomeroy A; Barbieri S; Meijering E; Jorm L; Roy D; Kovacic J; Muller D; Feneley M; Namasivayam M, 2025, 'TCT-593 Aortic Valve Leaflet Motion for Diagnosis and Classification of Aortic Stenosis Using Single View Echocardiography', JACC, 86, pp. B258 - B258, http://dx.doi.org/10.1016/j.jacc.2025.09.733

Shawon M; Khalaj BH; Hill M; Challis G; Strachan L; Jorm L, 2025, 'Variations in Hospital Costs Associated With Cardiac Implantable Electronic Device (CIED) Infections in Australia: A Population-Based Retrospective Study', Heart, Lung and Circulation, 34, pp. S538 - S538, http://dx.doi.org/10.1016/j.hlc.2025.06.691

Huque MH; Kootar S; Kiely KM; Anderson CS; van Boxtel M; Brodaty H; Sachdev PS; Carlson M; Fitzpatrick AL; Whitmer RA; Kivipelto M; Jorm L; Köhler S; Lautenschlager NT; Lopez OL; Shaw JE; Matthews FE; Peters R; Anstey KJ, 2024, 'A single risk assessment for the most common diseases of ageing, developed and validated on 10 cohort studies', BMC Medicine, 22, pp. 501, http://dx.doi.org/10.1186/s12916-024-03711-6

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

Shawon MSR; Lujic S; Joshi Y; Jorm L, 2024, 'Readmission destination following cardiac surgery and its association with mortality outcomes: a population-based retrospective study', Lancet Regional Health Western Pacific, 51, http://dx.doi.org/10.1016/j.lanwpc.2024.101189

Shawon MSR; Yu J; Sedrakyan A; Ooi SY; Jorm L, 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

Chen T; Loo C; Salvador-Carulla L; Jorm LR; Srasuebkul P; Sara G; Quiroz JC; Gallego B, 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

Lennon MJ; Lipnicki DM; Lam BCP; Crawford JD; Schutte AE; Peters R; Rydberg-Sterner T; Najar J; Skoog I; Riedel-Heller SG; Röhr S; Pabst A; Lobo A; De-La-Cámara C; Lobo E; Lipton RB; Katz MJ; Derby CA; Kim KW; Han JW; Oh DJ; Rolandi E; Davin A; Rossi M; Scarmeas N; Yannakoulia M; Dardiotis T; Hendrie HC; Gao S; Carriere I; Ritchie K; Anstey KJ; Cherbuin N; Xiao S; Yue L; Li W; Guerchet M; Preux PM; Aboyans V; Haan MN; Aiello A; Scazufca M; Sachdev PS; Llibre-Rodriguez JJ; Acosta D; Sosa AL; Arteaga MG; Jimenez-Velazquez IZ; Salas A; Turana Y; Del Brutto OH; Costa E; Noel S; Larijani B; Nabipour I; Rockwood K; Shifu X; Brayne C; Katz MJ; D'Orsi E; Ancelin ML; Petersen MS; Au R; Ninimiya T; Lam L; Gureje O; Paddick SM; Walker R; Chen LK; Auais M; Guerra RO; Hever A; Kenny RA; Kim KW; Meguro K; Gussekloo J; Shahar S; Koehler S; Deckers K; Dominguez J; Ganguli M; Krishna M; Custodio N; McGuinness B; Kee F; Ansteyi KJ; Crowe M; Aiello A; Narazaki K; Ding D; Ho R; Brodaty H; Jorm L; Mewton L; Mather K; Kochan N; Thalamuthu A; Wen W; Roehr S, 2024, 'Blood Pressure, Antihypertensive Use, and Late-Life Alzheimer and Non-Alzheimer Dementia Risk: An Individual Participant Data Meta-Analysis', Neurology, 103, pp. e209715, http://dx.doi.org/10.1212/WNL.0000000000209715

Zoega H; Falster M; Gillies M; Litchfield M; Camacho X; Bruno C; Daniels B; Donnolley N; Havard A; Schaffer A; Chambers G; Degenhardt L; Dobbins T; Gisev N; Ivers R; Jorm L; Liu B; Vajdic C; Pearson SA, 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

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, 55, 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, 33, pp. 1027 - 1035, http://dx.doi.org/10.1016/j.hlc.2024.02.012

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, 220, pp. 510 - 516, http://dx.doi.org/10.5694/mja2.52302

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

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