By Associate Professor Blanca Gallego Luxan

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 , pp. 45 - 50

Gallego B; Lenzen M, 2009, 'Estimating Generalized Regional Input–Output Systems: A Case Study of Australia', in The Dynamics of Regions and Networks in Industrial Ecosystems, Edward Elgar Publishing, http://dx.doi.org/10.4337/9781848449374.00014

Journal articles

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

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

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

Blake V; Jorm L; Yu J; Lee A; Gallego B; Ooi SY, 2024, 'Data Resource Profile: The Cardiac Analytics and Innovation (CardiacAI) Data Repository', International Journal of Epidemiology, 53, http://dx.doi.org/10.1093/ije/dyae040

Quiroz JC; Brieger D; Jorm LR; Sy RW; Hsu B; Gallego B, 2024, 'Predicting Adverse Outcomes Following Catheter Ablation Treatment for Atrial Flutter/Fibrillation', Heart Lung and Circulation, 33, pp. 470 - 478, http://dx.doi.org/10.1016/j.hlc.2023.12.016

Schuler T; Roderick S; Wong S; Kejda A; Grimberg K; Lowe T; Kipritidis J; Back M; Bergamin S; Carroll S; Hruby G; Jayamanne D; Kneebone A; Lamoury G; Morgia M; Stevens M; Brown C; Gallego B; Porter B; Booth J; Eade T, 2024, 'Real-World Implementation of Simulation-Free Radiation Therapy (SFRT-1000): A Propensity Score-Matched Analysis of 1000 Consecutive Palliative Courses Delivered in Routine Care', International Journal of Radiation Oncology Biology Physics, http://dx.doi.org/10.1016/j.ijrobp.2024.09.041

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

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

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.', Interact J Med Res, 12, pp. e46322, http://dx.doi.org/10.2196/46322

Schuler T; King C; Matsveru T; Back M; Clark K; Chin D; Lilian R; Gallego B; Coiera E; Currow DC, 2023, 'Wearable-Triggered Ecological Momentary Assessments Are Feasible in People With Advanced Cancer and Their Family Caregivers: Feasibility Study from an Outpatient Palliative Care Clinic at a Cancer Center', Journal of Palliative Medicine, 26, pp. 980 - 985, http://dx.doi.org/10.1089/jpm.2022.0535

Salis Z; Gallego B; Sainsbury A, 2023, 'Researchers in rheumatology should avoid categorization of continuous predictor variables', BMC medical research methodology, 23, http://dx.doi.org/10.1186/s12874-023-01926-4

Salis Z; Gallego B; Nguyen TV; Sainsbury A, 2023, 'Association of Decrease in Body Mass Index With Reduced Incidence and Progression of the Structural Defects of Knee Osteoarthritis: A Prospective Multi-Cohort Study', Arthritis and Rheumatology, 75, pp. 533 - 543, http://dx.doi.org/10.1002/art.42307

Hwang H; Quiroz JC; Gallego B, 2022, 'Assessing the effectiveness of empirical calibration under different bias scenarios', BMC Medical Research Methodology, 22, http://dx.doi.org/10.1186/s12874-022-01687-6

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

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, 30, pp. 1495 - 1505, http://dx.doi.org/10.1016/j.joca.2022.06.005

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

Zhu J; Gallego B, 2022, 'Causal inference for observational longitudinal studies using deep survival models', Journal of Biomedical Informatics, 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, 53, pp. 1746 - 1755, http://dx.doi.org/10.1016/j.injury.2022.03.020

Salis Z; Keen H; Gallego B; Nguyen TV; Sainsbury-Salis A, 2022, 'WEIGHT LOSS IS ASSOCIATED WITH REDUCED INCIDENCE AND PROGRESSION OF STRUCTURAL DEFECTS IN KNEE OSTEOARTHRITIS, AS ASSESSED BY RADIOGRAPHY OVER 4 TO 5 YEARS: A PROSPECTIVE MULTI-COHORT STUDY', ANNALS OF THE RHEUMATIC DISEASES, 81, pp. 149 - 150, http://dx.doi.org/10.1136/annrheumdis-2022-eular.811

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

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, 46, pp. 874 - 884, http://dx.doi.org/10.1038/s41366-021-01046-3

Almendra-Pegueros R; Troncoso-Pantoja C; Fernández-Villa T; Gamero A; Pérez-Armijo P; Petermann-Rocha F; Pérez-Esteve É; Brito NB; Camacho-López S; Pérez-López A; Nava-González EJ; Apolinar-Jiménez E; Lozano Lorca M; Gallego BR; Kammar-García A; Navarrete-Muñoz EM, 2022, 'Challenges of nutrition and dietetics in sexual and gender diversity', Revista Espanola de Nutricion Humana y Dietetica, 26, pp. 242 - 245, http://dx.doi.org/10.14306/renhyd.26.4.1853

Zhu J; Gallego B, 2021, 'Evolution of disease transmission during the COVID-19 pandemic: patterns and determinants', Scientific Reports, 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, 156, http://dx.doi.org/10.1016/j.ijmedinf.2021.104620

Garrido CC; Gallego BR; García JCS; Martín JC; Troya MM; Blanque RR, 2021, 'The effect of therapeutic hypothermia after cardiac arrest on the neurological outcome and survival—a systematic review of rcts published between 2016 and 2020', International Journal of Environmental Research and Public Health, 18, http://dx.doi.org/10.3390/ijerph182211817

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

Pérez S; García-Alandete J; Gallego B; Marco JH, 2021, 'Characteristics and unidimensionality of non-suicidal self-injury in a community sample of Spanish adolescents', Psicothema, 33, pp. 251 - 258, http://dx.doi.org/10.7334/psicothema2020.249

Quiroz JC; Brieger D; Jorm L; Sy RW; Falster MO; Gallego B, 2021, 'An observational study of clinical and health system factors associated with catheter ablation and early ablation treatment for atrial fibrillation in Australia', , pp. 2021.09.03.21263104, http://dx.doi.org/10.1101/2021.09.03.21263104

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; Gallego Luxan B, 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, 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, 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, pp. 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, 19, pp. 35, 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; Gallego Luxan 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, 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, 123, pp. 1 - 10

Walter SR; Gallego B, 2019, 'Detecting Adverse Drug Events: Accuracy and Generalizability', Therapeutic Innovation & Regulatory Science, 53, pp. 795 - 796

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, 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, 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; Holdgate A; McCarthy S; Hillman K; Gallego Luxan B, 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, 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

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, 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; Hillman K; McCarthy S; Gallego Luxan B, 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, 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, 25, pp. 149 - 156

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