Select Publications

Book Chapters

Gallego B; Concha ÓP; Lin FPY; Coiera EW, 2012, 'Exploring the role of pathology test results in the prediction of remaining days of hospitalisation.', in Maeder AJ; Martin Sanchez FJ (ed.), Studies in Health Technology and Informatics, Health Informatics: Building a Healthcare Future Through Trusted Information, IOS Press, Amsterdam, pp. 45 - 50, http://dx.doi.org/10.3233/978-1-61499-078-9-45

Journal articles

Liu J; Gallego B; Barbieri S, 2022, 'Incorporating uncertainty in learning to defer algorithms for safe computer-aided diagnosis', Scientific Reports, vol. 12, pp. 1762, http://dx.doi.org/10.1038/s41598-022-05725-7

Hwang H; Quiroz JC; Gallego B, 2022, 'Assessing the effectiveness of empirical calibration under different bias scenarios', BMC medical research methodology, vol. 22, pp. 208, http://dx.doi.org/10.1186/s12874-022-01687-6

Zhu J; Gallego B, 2022, 'Causal inference for observational longitudinal studies using deep survival models', Journal of Biomedical Informatics, vol. 131, http://dx.doi.org/10.1016/j.jbi.2022.104119

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, vol. 53, pp. 1746 - 1755, http://dx.doi.org/10.1016/j.injury.2022.03.020

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, vol. 17, pp. e0266911, http://dx.doi.org/10.1371/journal.pone.0266911

Salis Z; Sainsbury A; I. Keen H; Gallego B; Jin X, 2022, 'Weight loss is associated with reduced risk of knee and hip replacement: a survival analysis using Osteoarthritis Initiative data', International Journal of Obesity, vol. 46, pp. 874 - 884, http://dx.doi.org/10.1038/s41366-021-01046-3

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, http://dx.doi.org/10.1016/j.hlc.2022.04.049

Jin X; Ding C; Hunter DJ; Gallego B, 2022, 'Effectiveness of vitamin D supplementation on knee osteoarthritis - A target trial emulation study using data from the Osteoarthritis Initiative cohort', Osteoarthritis and Cartilage, http://dx.doi.org/10.1016/j.joca.2022.06.005

Zhu J; Gallego B, 2021, 'Evolution of disease transmission during the COVID-19 pandemic: patterns and determinants', Scientific Reports, vol. 11, http://dx.doi.org/10.1038/s41598-021-90347-8

Castelyn G; Laranjo L; Schreier G; Gallego B, 2021, 'Predictive performance and impact of algorithms in remote monitoring of chronic conditions: A systematic review and meta-analysis', International Journal of Medical Informatics, vol. 156, http://dx.doi.org/10.1016/j.ijmedinf.2021.104620

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, vol. 28, pp. 1642 - 1650, http://dx.doi.org/10.1093/jamia/ocab060

Kennedy G; Rihari-Thomas J; Dras M; Gallego B, 2020, 'Developing a deep learning system to drive the work of the critical care outreach team', medRxiv

Khalifa M; Magrabi F; Luxan BG, 2020, 'Evaluating the Impact of the Grading and Assessment of Predictive Tools Framework on Clinicians and Health Care Professionals’ Decisions in Selecting Clinical Predictive Tools: Randomized Controlled Trial', Journal of Medical Internet Research, vol. 22, pp. e15770, http://dx.doi.org/10.2196/15770

Zhu J; Gallego B, 2020, 'Evolution of disease transmission rate during the course of SARS-COV-2: patterns and determinants.', Available at SSRN: https://ssrn.com/

Lenzen M; Li M; Malik A; Pomponi F; Sun Y; Wiedmann T; Faturay F; Fry J; Gallego B; Geschke A, 2020, 'Global socio-economic losses and environmental gains from the Coronavirus pandemic', PloS one, vol. 15, pp. e0235654, http://dx.doi.org/10.1371/journal.pone.0235654

Zhu J; Gallego B, 2020, 'Targeted Estimation of Heterogeneous Treatment Effect in Observational Survival Analysis', Journal of biomedical informatics, vol. 107, pp. 103474, http://dx.doi.org/10.1016/j.jbi.2020.103474

Khalifa M; Gallego B, 2019, 'Grading and assessment of clinical predictive tools for paediatric head injury: A new evidence-based approach', BMC Emergency Medicine, vol. 19, http://dx.doi.org/10.1186/s12873-019-0249-y

Schuler T; Kipritidis J; Eade T; Hruby G; Kneebone A; Perez M; Grimberg K; Richardson K; Evill S; Evans B, 2019, 'Big data readiness in radiation oncology: an efficient approach for relabeling radiation therapy structures with their TG-263 Standard name in real-world data sets', Advances in radiation oncology, vol. 4, pp. 191 - 200, http://dx.doi.org/10.1016/j.adro.2018.09.013

Kennedy G; Gallego B, 2019, 'Clinical prediction rules: A systematic review of healthcare provider opinions and preferences', International Journal of Medical Informatics, vol. 123, pp. 1 - 10, http://dx.doi.org/10.1016/j.ijmedinf.2018.12.003

Walter SR; Gallego B, 2019, 'Detecting Adverse Drug Events: Accuracy and Generalizability', Therapeutic Innovation & Regulatory Science, vol. 53, pp. 795 - 796, http://dx.doi.org/10.1177/2168479018820045

Khalifa M; Magrabi F; Gallego B, 2019, 'Developing a framework for evidence-based grading and assessment of predictive tools for clinical decision support', BMC medical informatics and decision making, vol. 19, pp. 207 - 207, http://dx.doi.org/10.1186/s12911-019-0940-7

Khalifa M; Magrabi F; Gallego B, 2019, 'Developing an Evidence-Based Framework for Grading and Assessment of Predictive Tools for Clinical Decision Support', arXiv preprint arXiv:1907.03706

Khalifa M; Magrabi F; Gallego B, 2019, 'Evaluating the Impact of Using GRASP Framework on Clinicians and Healthcare Professionals Decisions in Selecting Clinical Predictive Tools', arXiv preprint arXiv:1907.11523

Khalifa M; Gallego B, 2019, 'Grading and assessment of clinical predictive tools for paediatric head injury: a new evidence-based approach', BMC emergency medicine, vol. 19, pp. 1 - 12

Cardona M; O'Sullivan M; Lewis ET; Turner RM; Garden F; Alkhouri H; Asha S; Mackenzie J; Perkins M; Suri S, 2019, 'Prospective validation of a checklist to predict short‐term death in older patients after emergency department admission in Australia and Ireland', Academic Emergency Medicine, vol. 26, pp. 610 - 620, http://dx.doi.org/10.1111/acem.13664

Khalifa M; Magrabi F; Gallego B, 2019, 'Validating and Updating GRASP: A New Evidence-Based Framework for Grading and Assessment of Clinical Predictive Tools', arXiv preprint arXiv:1907.11524

Wendling T; Jung K; Callahan A; Schuler A; Shah NH; Gallego B, 2018, 'Comparing methods for estimation of heterogeneous treatment effects using observational data from health care databases', Statistics in Medicine, vol. 37, pp. 3309 - 3324, http://dx.doi.org/10.1002/sim.7820

Laranjo L; Dunn AG; Tong HL; Kocaballi AB; Chen J; Bashir R; Surian D; Gallego B; Magrabi F; Lau AYS, 2018, 'Conversational agents in healthcare: a systematic review', Journal of the American Medical Informatics Association, vol. 25, pp. 1248 - 1258, http://dx.doi.org/10.1093/jamia/ocy072

Cardona M; Lewis ET; Turner RM; Alkhouri H; Asha S; Mackenzie J; Perkins M; Suri S; Holdgate A; Winoto L, 2018, 'Efficacy of a tool to predict short-term mortality in older people presenting at emergency departments: protocol for a multi-centre cohort study', Archives of gerontology and geriatrics, vol. 76, pp. 169 - 174, http://dx.doi.org/10.1016/j.archger.2018.02.014

He J; Gallego B; Stubbs C; Scott A; Dawson S; Forrest K; Kennedy C, 2018, 'Improving patient flow and satisfaction: An evidence-based pre-admission clinic and transfer of care pathway for elective surgery patients', Collegian, vol. 25, pp. 149 - 156, http://dx.doi.org/10.1016/j.colegn.2017.04.006

Maali Y; Perez-Concha O; Coiera E; Roffe D; Day RO; Gallego B, 2018, 'Predicting 7-day, 30-day and 60-day all-cause unplanned readmission: a case study of a Sydney hospital', BMC medical informatics and decision making, vol. 18, pp. 1 - 11, http://dx.doi.org/10.1186/s12911-017-0580-8

Cardona M; Lewis ET; Kristensen MR; Skjøt-Arkil H; Ekmann AA; Nygaard HH; Jensen JJ; Jensen RO; Pedersen JL; Turner RM, 2018, 'Predictive validity of the CriSTAL tool for short-term mortality in older people presenting at emergency departments: a prospective study', European geriatric medicine, vol. 9, pp. 891 - 901, http://dx.doi.org/10.1007/s41999-018-0123-6

Zhou N; Gallego B; Bao J; Tsafnat G, 2017, 'Pan-cancer scale landscape of simple somatic mutations', BioRxiv, pp. 112367

Walter SR; Day RO; Gallego B; Westbrook JI, 2017, 'The impact of serious adverse drug reactions: a population‐based study of a decade of hospital admissions in New South Wales, Australia', British journal of clinical pharmacology, vol. 83, pp. 416 - 426, http://dx.doi.org/10.1111/bcp.13124

Cardona-Morrell M; Kim JCH; Brabrand M; Gallego-Luxan B; Hillman K, 2017, 'What is inappropriate hospital use for elderly people near the end of life? A systematic review', European journal of internal medicine, vol. 42, pp. 39 - 50, http://dx.doi.org/10.1016/j.ejim.2017.04.014

Wang Y; Coiera E; Gallego B; Concha OP; Ong M; Tsafnat G; Roffe D; Jones G; Magrabi F, 2016, 'Measuring the effects of computer downtime on hospital pathology processes', Journal of biomedical informatics, vol. 59, pp. 308 - 315, http://dx.doi.org/10.1016/j.jbi.2015.12.016

Cardona-Morrell M; Chapman A; Turner RM; Lewis E; Gallego-Luxan B; Parr M; Hillman K, 2016, 'Pre-existing risk factors for in-hospital death among older patients could be used to initiate end-of-life discussions rather than rapid response system calls: a case-control study', Resuscitation, vol. 109, pp. 76 - 80, http://dx.doi.org/10.1016/j.resuscitation.2016.09.031

Cai X; Perez-Concha O; Coiera E; Martin-Sanchez F; Day R; Roffe D; Gallego B, 2016, 'Real-time prediction of mortality, readmission, and length of stay using electronic health record data', Journal of the American Medical Informatics Association, vol. 23, pp. 553 - 561, http://dx.doi.org/10.1093/jamia/ocv110

Gallego B; Magrabi F; Concha OP; Wang Y; Coiera E, 2015, 'Insights into temporal patterns of hospital patient safety from routinely collected electronic data', HEALTH INFORMATION SCIENCE AND SYSTEMS, vol. 3, http://dx.doi.org/10.1186/2047-2501-3-S1-S2

Gallego B; Walter SR; Day RO; Dunn AG; Sivaraman V; Shah N; Longhurst CA; Coiera E, 2015, 'Bringing cohort studies to the bedside: framework for a ‘green button’to support clinical decision-making', Journal of comparative effectiveness research, vol. 4, pp. 191 - 197, http://dx.doi.org/10.2217/cer.15.12

Kennedy G, 2015, 'Characterisation of surgeries beyond billing codes',

Low YS; Gallego B; Shah NH, 2015, 'Comparing high-dimensional confounder control methods for rapid cohort studies from electronic health records', Journal of comparative effectiveness research, vol. 5, pp. 179 - 192, http://dx.doi.org/10.2217/cer.15.53

Hu K; Sivaraman V; Luxan BG; Rahman A, 2015, 'Design and evaluation of a metropolitan air pollution sensing system', IEEE Sensors Journal, vol. 16, pp. 1448 - 1459, http://dx.doi.org/10.1109/JSEN.2015.2499308

Gallego B; Magrabi F; Concha OP; Wang Y; Coiera E, 2015, 'Insights into temporal patterns of hospital patient safety from routinely collected electronic data', Health information science and systems, vol. 3, pp. S2

Concha OP; Gallego B; Hillman K; Delaney GP; Coiera E, 2014, 'Do variations in hospital mortality patterns after weekend admission reflect reduced quality of care or different patient cohorts? A population-based study', BMJ quality & safety, vol. 23, pp. 215 - 222, http://dx.doi.org/10.1136/bmjqs-2013-002218

Coiera E; Wang Y; Magrabi F; Concha OP; Gallego B; Runciman W, 2014, 'Predicting the cumulative risk of death during hospitalization by modeling weekend, weekday and diurnal mortality risks', BMC health services research, vol. 14, pp. 226 - 226, http://dx.doi.org/10.1186/1472-6963-14-226

Gallego B; Dunn AG; Coiera E, 2013, 'Role of electronic health records in comparative effectiveness research', Journal of comparative effectiveness research, vol. 2, pp. 529 - 532, http://dx.doi.org/10.2217/cer.13.65

Gallego B; Runciman WB; Perez-Concha O; Liaw S; Day RO; Dunn AG; Coiera E, 2013, 'The management of severe hypertension in Australian general practice', BMC health services research, vol. 13, pp. 414, http://dx.doi.org/10.1186/1472-6963-13-414

Forero R; McDonnell G; Gallego B; McCarthy S; Mohsin M; Shanley C; Formby F; Hillman K, 2012, 'A literature review on care at the end-of-life in the emergency department', Emergency medicine international, vol. 2012, pp. 1 - 11, http://dx.doi.org/10.1155/2012/486516


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