By Emeritus Professor Teng Liaw

Journal articles

Hansun S; Argha A; Alinejad-Rokny H; Alizadehsani R; Gorriz JM; Liaw ST; Celler BG; Marks GB, 2025, 'A New Ensemble Transfer Learning Approach with Rejection Mechanism for Tuberculosis Disease Detection', IEEE Transactions on Radiation and Plasma Medical Sciences, 9, pp. 433 - 446, http://dx.doi.org/10.1109/TRPMS.2024.3474708

Hansun S; Argha A; Bakhshayeshi I; Wicaksana A; Alinejad-Rokny H; Fox GJ; Liaw ST; Celler BG; Marks GB, 2025, 'Diagnostic Performance of Artificial Intelligence–Based Methods for Tuberculosis Detection: Systematic Review', Journal of Medical Internet Research, 27, http://dx.doi.org/10.2196/69068

Craig A; Lawford H; Miller M; Chen-Cao L; Woods L; Liaw S-T; Godinho MA, 2024, 'Use of technology to support health providers’ deliver care in low- and low-middle-income countries: A systematic umbrella review, 2013-24 (Preprint)', Journal of Medical Internet Research, http://dx.doi.org/10.2196/66288

Buss VH; Barr M; Parker SM; Kabir A; Lau AYS; Liaw ST; Stocks N; Harris MF, 2024, 'Erratum: Correction: Mobile App Intervention of a Randomized Controlled Trial for Patients With Obesity and Those Who Are Overweight in General Practice: User Engagement Analysis Quantitative Study (JMIR mHealth and uHealth (2024) 12 (e45942))', Jmir Mhealth and Uhealth, 12, pp. e58507, http://dx.doi.org/10.2196/58507

Hallinan CM; Ward R; Hart GK; Sullivan C; Pratt N; Ng AP; Capurro D; Van Der Vegt A; Liaw ST; Daly O; Luxan BG; Bunker D; Boyle D, 2024, 'Seamless EMR data access: Integrated governance, digital health and the OMOP-CDM', BMJ Health and Care Informatics, 31, http://dx.doi.org/10.1136/bmjhci-2023-100953

Buss VH; Barr M; Parker SM; Kabir A; Lau AYS; Liaw ST; Stocks N; Harris MF, 2024, 'Mobile App Intervention of a Randomized Controlled Trial for Patients With Obesity and Those Who Are Overweight in General Practice: User Engagement Analysis Quantitative Study', Jmir Mhealth and Uhealth, 12, http://dx.doi.org/10.2196/45942

John JR; Khan JR; Lin PI; Jonnagaddala J; Hu N; Belcher J; Liaw ST; Lingam R; Eapen V, 2023, 'A nationwide study of COVID-19 impact on mental health-related presentations among children and adolescents to primary care practices in Australia', Psychiatry Research, 326, http://dx.doi.org/10.1016/j.psychres.2023.115332

Godinho MA; Liaw ST; Kanjo C; Marin HF; Martins H; Quintana Y, 2023, 'Digital vaccine passports and digital health diplomacy: an online model WHO simulation', Journal of the American Medical Informatics Association, 30, pp. 712 - 717, http://dx.doi.org/10.1093/jamia/ocac126

Liaw ST; Godinho MA, 2023, 'Digital health and capability maturity models—a critical thematic review and conceptual synthesis of the literature', Journal of the American Medical Informatics Association, 30, pp. 393 - 406, http://dx.doi.org/10.1093/jamia/ocac228

Craig A; Beek K; Godinho M; Ansari S; Jonnagaddala J; Asgari-Jirhandeh N; Linhart C; Hall J; Liaw T, 2023, 'Digital health and universal health coverage: opportunities and policy considerations for low- and middle-income Pacific Island countries and territories', Pacific Health, 6, http://dx.doi.org/10.24135/pacifichealth.v6i.64

Hansun S; Argha A; Liaw ST; Celler BG; Marks GB, 2023, 'Machine and Deep Learning for Tuberculosis Detection on Chest X-Rays: Systematic Literature Review', Journal of Medical Internet Research, 25, http://dx.doi.org/10.2196/43154

Godinho MA; Ashraf M; Narasimhan P; Liaw S-T; Liaw T, 2023, 'Title: Understanding the convergence of social enterprise, digital health, and citizen engagement for co-producing Integrated Person-Centred Health services: a critical review and theoretical framework', International Journal of Medical Informatics, 178, pp. 105174 - 105174, http://dx.doi.org/10.1016/j.ijmedinf.2023.105174

Parker SM; Barr M; Stocks N; Denney-Wilson E; Zwar N; Karnon J; Kabir A; Nutbeam D; Roseleur J; Liaw ST; McNamara C; Frank O; Tran A; Osborne R; Lau AYS; Harris M; Liaw T, 2022, 'Preventing chronic disease in overweight and obese patients with low health literacy using eHealth and teamwork in primary healthcare (HeLP-GP): A cluster randomised controlled trial', BMJ Open, 12, pp. e060393, http://dx.doi.org/10.1136/bmjopen-2021-060393

Eapen V; Winata T; Gilbert M; Nair R; Khan F; Lucien A; Islam R; Masi A; Lam-Cassettari C; Mendoza Diaz A; Dissanayake C; Karlov L; Descallar J; Eastwood J; Hasan I; Jalaludin B; Kohlhoff J; Liaw ST; Lingam R; Ong N; Tam CWM; Woolfenden S; Barbaro J; Liaw T, 2022, 'Parental experience of an early developmental surveillance programme for autism within Australian general practice: A qualitative study', BMJ Open, 12, pp. 1 - 12, http://dx.doi.org/10.1136/bmjopen-2022-064375

Khano S; Sanci L; Woolfenden S; Zurynski Y; Dalziel K; Liaw ST; Boyle D; Freed GL; Moore C; Hodgins M; Le J; Morris TM; Germano S; Wheeler K; Lingam R; Hiscock H, 2022, 'Strengthening Care for Children (SC4C): protocol for a stepped wedge cluster randomised controlled trial of an integrated general practitioner-paediatrician model of primary care', BMJ Open, 12, http://dx.doi.org/10.1136/bmjopen-2022-063449

Eapen V; Liaw ST; Lingam R; Woolfenden S; Jalaludin B; Page A; Kohlhoff J; Scott JG; Lawson KD; Lam-Cassettari C; Heussler H; Descallar J; Karlov L; Ong N; Colditz PB; Littlewood R; Murphy E; Deering A; Short K; Garg P; Blight V; Rodgers K; Chalmers L; Webb KL; Atkins H; Newcomb D; Beswick R; Thomas C; Marron C; Chambers A; Scheinpflug S; Statham M; Samaranayake D; Chay P; Tam CWM; Khan F; Diaz AM; Cibralic S; Winata T; Pritchard M; Liaw T; Mendoza Diaz A, 2022, 'Watch me grow integrated (WMG-I): protocol for a cluster randomised controlled trial of a web-based surveillance approach for developmental screening in primary care settings', BMJ Open, 12, pp. e065823, http://dx.doi.org/10.1136/bmjopen-2022-065823

Kadappu P; Jonnagaddala J; Liaw ST; Cochran BJ; Rye KA; Ong KL; Liaw T, 2022, 'Statin Prescription Patterns and Associations with Subclinical Inflammation', Medicina Lithuania, 58, pp. 1096, http://dx.doi.org/10.3390/medicina58081096

Godinho MA; Martins H; Al-Shorbaji N; Quintana Y; Liaw ST; Liaw T, 2022, '"Digital Health Diplomacy" in Global Digital Health? A call for critique and discourse', Journal of the American Medical Informatics Association, 29, pp. 1019 - 1024, http://dx.doi.org/10.1093/jamia/ocab282

Craig A; Beek K; Gilbert K; Soakai TS; Liaw T; Hall J, 2022, 'Universal Health Coverage and the Pacific Islands: An Overview of Senior Leaders’ Discussions, Challenges, Priorities and Solutions, 2015–2020', International Journal of Environmental Research and Public Health, 19, pp. 4108, http://dx.doi.org/10.3390/ijerph19074108

Rahimi-Ardabili H; Spooner C; Harris MF; Magin P; Tam CWM; Liaw ST; Zwar N; Rahimi Ardabili H; Liaw T, 2021, 'Online training in evidence-based medicine and research methods for GP registrars: a mixed-methods evaluation of engagement and impact', BMC Medical Education, 21, pp. 1 - 14, http://dx.doi.org/10.1186/s12909-021-02916-0

Aktar S; Talukder A; Ahamad MM; Kamal AHM; Khan JR; Protikuzzaman M; Hossain N; Azad AKM; Quinn JMW; Summers MA; Liaw T; Eapen V; Moni MA, 2021, 'Machine learning approaches to identify patient comorbidities and symptoms that increased risk of mortality in covid-19', Diagnostics, 11, http://dx.doi.org/10.3390/diagnostics11081383

Jennings GLR; Audehm R; Bishop W; Chow CK; Liaw ST; Liew D; Linton SM, 2021, 'National Heart Foundation of Australia: position statement on coronary artery calcium scoring for the primary prevention of cardiovascular disease in Australia', Medical Journal of Australia, 214, pp. 434 - 439, http://dx.doi.org/10.5694/mja2.51039

Reps JM; Kim C; Williams RD; Markus AF; Yang C; Duarte-Salles T; Falconer T; Jonnagaddala J; Williams A; Fernández-Bertolín S; DuVall SL; Kostka K; Rao G; Shoaibi A; Ostropolets A; Spotnitz ME; Zhang L; Casajust P; Steyerberg EW; Nyberg F; Kaas-Hansen BS; Choi YH; Morales D; Liaw ST; Fernandes Abrahão MT; Areia C; Matheny ME; Lynch KE; Aragón M; Park RW; Hripcsak G; Reich CG; Suchard MA; You SC; Ryan PB; Prieto-Alhambra D; Rijnbeek PR, 2021, 'Implementation of the COVID-19 vulnerability index across an international network of health care data sets: Collaborative external validation study', Jmir Medical Informatics, 9, http://dx.doi.org/10.2196/21547

Liaw ST; Zhou R; Ansari S; Gao J, 2021, 'A digital health profile & maturity assessment toolkit: Cocreation and testing in the Pacific Islands', Journal of the American Medical Informatics Association, 28, pp. 494 - 503, http://dx.doi.org/10.1093/jamia/ocaa255

Godinho M; Ansari S; Guo J; Liaw T, 2021, 'Toolkits for implementing and evaluating digital health: A systematic review of rigor and reporting', Journal of the American Medical Informatics Association, 28, pp. 1298 - 1307, http://dx.doi.org/10.1093/jamia/ocab010

Liaw T; Guo J; Ansari S; Jonnagaddala J; Godinho M; Borelli Jr A; de Lusignan S; Capurro D; Liyanage H; Bhattal N; Bennett V; Chan J; Kahn M; Guo J, 2021, 'Quality assessment of real-world data repositories across the data life cycle: A literature review', Journal of the American Medical Informatics Association, 28, pp. 1591 - 1599, http://dx.doi.org/10.1093/jamia/ocaa340

Jonnagaddala J; Godinho MA; Liaw S-T, 2021, 'From telehealth to virtual primary care in Australia? A Rapid Scoping Review', International Journal of Medical Informatics, pp. 104470 - 104470

Liaw S-T; Kuziemsky C; Schreiber R; Jonnagaddala J; Liyanage H; Chittalia A; Bahniwal R; He JW; Ryan BL; Lizotte DJ; others , 2021, 'Primary Care Informatics Response to Covid-19 Pandemic: Adaptation, Progress, and Lessons from Four Countries with High ICT Development', Yearbook of Medical Informatics

Liaw ST; Georgiou A; Marin H, 2020, 'Evaluation of Digital Health & Information Technology in Primary Care', International Journal of Medical Informatics, 144, http://dx.doi.org/10.1016/j.ijmedinf.2020.104285

Liaw T; Zhou R; Ansari S; Gao J, 2020, 'A digital health profile & maturity assessment toolkit: co-creation and testing in the Pacific Islands', Journal of the American Medical Informatics Association, http://dx.doi.org/10.1093/jamia/ocaa255

Godinho MA; Jonnagaddala J; Gudi N; Islam R; Narasimhan P; Liaw ST; Liaw T, 2020, 'mHealth for Integrated People-Centred Health Services in the Western Pacific: A Systematic Review', International Journal of Medical Informatics, 142, pp. 104259, http://dx.doi.org/10.1016/j.ijmedinf.2020.104259

Godinho MA; Borda A; Kostkova P; Molnar A; Liaw ST; Liaw T, 2020, ''Serious Games' for unboxing Global Digital Health policymaking', BMJ Simulation and Technology Enhanced Learning, 6, pp. 255 - 256, http://dx.doi.org/10.1136/bmjstel-2020-000606

Jonnagaddala J; Guo GN; Batongbacal S; Marcelo A; Liaw ST, 2020, 'Adoption of enterprise architecture for healthcare in AeHIN member countries', BMJ Health and Care Informatics, 27, http://dx.doi.org/10.1136/bmjhci-2020-100136

Manski-Nankervis JAE; Sturgiss EA; Liaw ST; Spurling GK; Mazza D, 2020, 'General practice research: an investment to improve the health of all Australians', Medical Journal of Australia, 212, pp. 398 - 400.e1, http://dx.doi.org/10.5694/mja2.50589

Godinho MA; Ashraf MM; Narasimhan P; Liaw ST; Liaw T, 2020, 'Community health alliances as social enterprises that digitally engage citizens and integrate services: A case study in Southwestern Sydney (protocol)', Digital Health, 6, pp. 1 - 8, http://dx.doi.org/10.1177/2055207620930118

Liaw S-T; Liyanage H; Kuziemsky C; Terry AL; Schreiber R; Jonnagaddala J; de Lusignan S, 2020, 'Ethical Use of Electronic Health Record Data and Artificial Intelligence: Recommendations of the Primary Care Informatics Working Group of the International Medical Informatics Association', Yearbook of Medical Informatics

Sáez C; Liaw ST; Kimura E; Coorevits P; Garcia-Gomez JM, 2019, 'Guest editorial: Special issue in biomedical data quality assessment methods', Computer Methods and Programs in Biomedicine, 181, http://dx.doi.org/10.1016/j.cmpb.2019.06.013

Dennis S; Taggart J; Yu H; Jalaludin B; Harris MF; Liaw ST; Liaw T, 2019, 'Linking observational data from general practice, hospital admissions and diabetes clinic databases: Can it be used to predict hospital admission?', BMC Health Services Research, 19, pp. 526, http://dx.doi.org/10.1186/s12913-019-4337-1

Liaw ST; Wade V, 2019, 'Cultural respect in general practice: a cluster randomised controlled trial', Medical Journal of Australia, 211, pp. 43 - 43.e1, http://dx.doi.org/10.5694/mja2.50214

Liaw ST; Wade V; Furler JS; Hasan I; Lau P; Kelaher M; Xuan W; Harris MF, 2019, 'Cultural respect in general practice: a cluster randomised controlled trial', Medical Journal of Australia, 210, pp. 263 - 268, http://dx.doi.org/10.5694/mja2.50031

Garg P; Eastwood J; Liaw ST; Liaw T, 2019, 'A Realist Synthesis of Literature Informing Programme Theories for Well Child Care in Primary Health Systems of Developed Economies', International Journal of Integrated Care, 19, pp. 5, http://dx.doi.org/10.5334/ijic.4177

Liyanage H; Liaw S-T; Jonnagaddala J; Schreiber R; Kuziemsky C; Terry AL; de Lusignan S; Liaw T, 2019, 'Artificial Intelligence in Primary Health Care: Perceptions, Issues, and Challenges', Yearbook of medical informatics, 28, pp. 041 - 046, http://dx.doi.org/10.1055/s-0039-1677901

Guo GN; Jonnagaddala J; Farshid S; Huser V; Reich C; Liaw S-T, 2019, 'Comparison of the cohort selection performance of Australian Medicines Terminology to Anatomical Therapeutic Chemical mappings', Journal of the American Medical Informatics Association, 26, pp. 1237 - 1246

Vo K; Jonnagaddala J; Liaw S-T, 2019, 'Statistical supervised meta-ensemble algorithm for medical record linkage', Journal of biomedical informatics, 95, pp. 103220 - 103220

Garg P; Eastwood J; Liaw ST; Jalaludin B; Grace R; Liaw T, 2018, 'A case study of well child care visits at general practices in a region of disadvantage in Sydney', Plos One, 13, pp. e0205235, http://dx.doi.org/10.1371/journal.pone.0205235

Liyanage H; Liaw ST; Konstantara E; Mold F; Schreiber R; Kuziemsky C; Terry AL; de Lusignan S; Liaw T, 2018, 'Benefit-risk of Patients' Online Access to their Medical Records: Consensus Exercise of an International Expert Group', Yearbook of Medical Informatics, 27, pp. 156 - 162, http://dx.doi.org/10.1055/s-0038-1641202

Essén A; Scandurra I; Gerrits R; Humphrey G; Johansen MA; Kierkegaard P; Koskinen J; Liaw ST; Odeh S; Ross P; Ancker JS, 2018, 'Corrigendum to “Patient Access to Electronic Health Records: Differences Across Ten Countries” [Health Policy and Technology, 7 (2018), 44–56] (S2211883717300722) (10.1016/j.hlpt.2017.11.003))', Health Policy and Technology, 7, pp. 224, http://dx.doi.org/10.1016/j.hlpt.2018.04.001

Parker SM; Stocks N; Nutbeam D; Thomas L; Denney-Wilson E; Zwar N; Karnon J; Lloyd J; Noakes M; Liaw ST; Lau A; Osborne R; Harris MF; Liaw T, 2018, 'Preventing chronic disease in patients with low health literacy using eHealth and teamwork in primary healthcare: Protocol for a cluster randomised controlled trial', BMJ Open, 8, pp. e023239, http://dx.doi.org/10.1136/bmjopen-2018-023239

Argha A; Savkin A; Liaw ST; Celler BG; Liaw T, 2018, 'Effect of seasonal variation on clinical outcome in patients with chronic conditions: Analysis of the commonwealth scientific and industrial research organization (csiro) national telehealth trial', Jmir Medical Informatics, 20, pp. e16, http://dx.doi.org/10.2196/medinform.9680

Essén A; Scandurra I; Gerrits R; Humphrey G; Johansen MA; Kiergegaard P; Koskinen J; Liaw ST; Odeh S; Ross P; Ancker JS, 2018, 'Patient access to electronic health records: Differences across ten countries', Health Policy and Technology, 7, pp. 44 - 56, http://dx.doi.org/10.1016/j.hlpt.2017.11.003

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