Professor Blanca Gallego Luxan

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Professor Blanca Gallego Luxan

Professor

PhD (2002), Climate Modelling, University of California Los Angeles (UCLA)
MS (1995), Quantum Chemistry, Autonoma University of Madrid
BS (1994), Physics, Autonoma University of Madrid
Postgraduate courses on Quantitative Financial Methods, University of Technology Sydney

Medicine & Health

Centre for Big Data Research in Health

Blanca Gallego Luxan PhD, MS, BS����

Professor Blanca Gallego Luxan leads a research unit in ��at the Centre for Big Data Research in Health, �ʹڲ�Ʊ.

Trained as a physicist, Blanca obtained a PhD in climate modelling from the University of California, Los Angeles (UCLA). She then relocated to Australia where she worked at the University of Sydney developing accounting frameworks for assessing the environmental impact of corporations. Blanca joined the Australian Institute of Health innovation (AIHI) in 2006. During her time at AIHI, she established a growing and successful research program in Health Analytics, developing and evaluating state-of-the-art techniques for clinical decision support, precision medicine, patient safety, and biosurveillance. In November 2017 she joined the Centre for Big Data Research as head of the Clinical Machine Learning Research Unit.

Mobile

0405813314

Phone

0405813314

E-mail

b.gallego@unsw.edu.au

Book Chapters | 2012

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

Book Chapters | 2009

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,
Journal articles | 2025

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,

Journal articles | 2025

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, 2025, '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, 121, pp. 585 - 595,

Journal articles | 2024

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,

Journal articles | 2024

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,

Journal articles | 2024

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,

Journal articles | 2024

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,

Journal articles | 2024

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,

Journal articles | 2023

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,

Journal articles | 2023

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,

Journal articles | 2023

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,

Journal articles | 2023

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,

Journal articles | 2023

Salis Z; Gallego B; Sainsbury A, 2023, 'Researchers in rheumatology should avoid categorization of continuous predictor variables', BMC medical research methodology, 23,

Journal articles | 2023

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,

Journal articles | 2022

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,

Journal articles | 2022

Hwang H; Quiroz JC; Gallego B, 2022, 'Assessing the effectiveness of empirical calibration under different bias scenarios', BMC Medical Research Methodology, 22,

Journal articles | 2022

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,

Journal articles | 2022

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,

Journal articles | 2022

Liu J; Gallego B; Barbieri S, 2022, 'Incorporating uncertainty in learning to defer algorithms for safe computer-aided diagnosis', Scientific Reports, 12,

Journal articles | 2022

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,

Journal articles | 2022

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,

Journal articles | 2022

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,

Journal articles | 2022

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,

Journal articles | 2022

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,

Journal articles | 2022

Zhu J; Gallego B, 2022, 'Causal inference for observational longitudinal studies using deep survival models', Journal of Biomedical Informatics, 131,

Journal articles | 2021

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,

Journal articles | 2021

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,

Journal articles | 2021

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,

Journal articles | 2021

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,

Journal articles | 2021

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,

Journal articles | 2021

Zhu J; Gallego B, 2021, 'Evolution of disease transmission during the COVID-19 pandemic: patterns and determinants', Scientific Reports, 11,

Journal articles | 2020

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

Journal articles | 2020

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,

Journal articles | 2020

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,

Journal articles | 2020

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/

Journal articles | 2020

Zhu J; Gallego B, 2020, 'Targeted Estimation of Heterogeneous Treatment Effect in Observational Survival Analysis', Journal of biomedical informatics, pp. 103474

Journal articles | 2019

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,

Journal articles | 2019

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

Journal articles | 2019

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,

Journal articles | 2019

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

Journal articles | 2019

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,

Journal articles | 2019

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

Journal articles | 2019

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

Journal articles | 2019

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

Journal articles | 2019

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,

Journal articles | 2019

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

Journal articles | 2018

Cardona M; Lewis ET; Kristensen MR; Skjøt-Arkil H; Ekmann AA; Nygaard HH; Jensen JJ; Jensen RO; Pedersen JL; Turner RM; Asha S; Garden F; Alkhouri H; Holdgate A; McCarthy S; Hillman K; Gallego Luxan B, 2018, 'Predictive validity of the CriSTAL tool for short-term mortality in older people presenting at emergency departments: a prospective study', European geriatric medicine, 9, pp. 891 - 901,

Journal articles | 2018

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,

Journal articles | 2018

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

Journal articles | 2018

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,

Journal articles | 2018

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, 18, pp. 1 - 11,

Journal articles | 2018

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

Journal articles | 2017

Cardona-Morrell M; Kim JCH; Brabrand M; Gallego-Luxan B; Hillman K; Gallego Luxan B, 2017, 'What is inappropriate hospital use for elderly people near the end of life? A systematic review', European journal of internal medicine, 42, pp. 39 - 50,

Journal articles | 2017

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, 83, pp. 416 - 426

Journal articles | 2017

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

Journal articles | 2016

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, 23, pp. 553 - 561,

Journal articles | 2016

Cardona-Morrell M; Chapman A; Turner RM; Lewis E; Gallego-Luxan B; Parr M; Hillman K; Gallego Luxan B, 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, 109, pp. 76 - 80,

Journal articles | 2016

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, 59, pp. 308 - 315

Journal articles | 2015

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, 3, pp. s2,

Journal articles | 2015

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, 3, pp. S2

Journal articles | 2015

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, 4, pp. 191 - 197

Journal articles | 2015

Hu K; Sivaraman V; Luxan BG; Rahman A, 2015, 'Design and evaluation of a metropolitan air pollution sensing system', IEEE Sensors Journal, 16, pp. 1448 - 1459

Journal articles | 2015

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

Journal articles | 2015

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, 5, pp. 179 - 192,

Journal articles | 2014

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, 14, pp. 226 - 226,

Journal articles | 2014

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, 23, pp. 215 - 222,

Journal articles | 2013

Gallego B; Dunn AG; Coiera E, 2013, 'Role of electronic health records in comparative effectiveness research', Journal of comparative effectiveness research, 2, pp. 529 - 532

Journal articles | 2013

Gallego B; Runciman WB; Perez-Concha O; Liaw S; Day RO; Dunn AG; Coiera E; Liaw T, 2013, 'The management of severe hypertension in Australian general practice', BMC health services research, 13, pp. 414,

Journal articles | 2012

Dunn AG; Braithwaite J; Gallego B; Day RO; Runciman W; Coiera E, 2012, 'Nation-scale adoption of new medicines by doctors: an application of the Bass diffusion model', BMC health services research, 12, pp. 248 - 248,

Journal articles | 2012

Dunn AG; Gallego B; Coiera E, 2012, 'Industry influenced evidence production in collaborative research communities: a network analysis', Journal of clinical epidemiology, 65, pp. 535 - 543

Journal articles | 2012

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, 2012, pp. 486516,

Journal articles | 2012

Gallego B; Westbrook MT; Dunn AG; Braithwaite J, 2012, 'Investigating patient safety culture across a health system: multilevel modelling of differences associated with service types and staff demographics', International Journal for Quality in Health Care, 24, pp. 311 - 320

Journal articles | 2012

Gallego Luxan B; Braithwaite J, 2012, 'Safety in culture', MJA InSight

Journal articles | 2012

Lau AYS; Sintchenko V; Crimmins J; Magrabi F; Gallego B; Coiera E, 2012, 'Impact of a web-based personally controlled health management system on influenza vaccination and health services utilization rates: a randomized controlled trial', Journal of the American Medical Informatics Association, 19, pp. 719 - 727

Journal articles | 2012

Lau AYS; Sintchenko V; Crimmins J; Magrabi F; Gallego B; Coiera E, 2012, 'Protocol for a randomised controlled trial examining the impact of a web-based personally controlled health management system on the uptake of influenza vaccination rates', BMC Health Services Research, 12, pp. 86 - 86,

Journal articles | 2011

Butnar I; Gallego B; Llop M; Castells F, 2011, 'Atmospheric emissions and structural path analysis in the Spanish economy', Air Pollution: Economic Modeling and Control Policies, Bentham e-Books, pp. 31 - 45

Journal articles | 2010

Dunn AG; Gallego B, 2010, 'Diffusion of competing innovations: The effects of network structure on the provision of healthcare', Journal of Artificial Societies and Social Simulation, 13, pp. 8

Journal articles | 2009

Gallego B; Sintchenko V; Wang Q; Hiley L; Gilbert GL; Coiera E, 2009, 'Biosurveillance of emerging biothreats using scalable genotype clustering', Journal of Biomedical Informatics, 42, pp. 66 - 73

Journal articles | 2009

Lenzen M; Gallego B; Wood R, 2009, 'Matrix balancing under conflicting information', Economic Systems Research, 21, pp. 23 - 44

Journal articles | 2009

Sintchenko V; Gallego B; Chung G; Coiera E, 2009, 'Towards bioinformatics assisted infectious disease control.', BMC Bioinformatics, 10 Suppl 2, pp. S10,

Journal articles | 2009

Sintchenko V; Gallego B, 2009, 'Laboratory-guided detection of disease outbreaks: three generations of surveillance systems', Archives of pathology & laboratory medicine, 133, pp. 916 - 925

Journal articles | 2009

Sintchenko V; Gallego Luxan B; Chung GY; Coiera E, 2009, 'Towards bioinformatics assisted infectious disease control', BMC bioinformatics, 10, pp. S10-1 - S10-9,

Journal articles | 2008

Peters GM; Sack F; Lenzen M; Lundie S; Gellego B, 2008, 'Towards a deeper and broader ecological footprint', Proceedings of the Institution of Civil Engineers-Engineering Sustainability, 161, pp. 31 - 37

Journal articles | 2007

Lenzen M; Wood R; Gallego B, 2007, 'Some comments on the GRAS method', Economic Systems Research, 19, pp. 461 - 465

Journal articles | 2006

Lenzen M; Dey C; Foran B; Gallego B; Murray J; Ward C; Wood R; Blackman E; Cole J; Sack F, 2006, 'Triple-bottom-line accounting of society, economy and environment-a new life-cycle software for business',

Journal articles | 2006

Lenzen M; Gallego B; Wood R, 2006, 'A flexible approach to matrix balancing under partial information', Journal of Applied Input-Output Analysis, 11, pp. 1 - 24

Journal articles | 2006

Peters G; Sack F; Lenzen M; Lundie S; Gallego B, 2006, 'A new ecological footprint calculation for the australian water industry: Regionalisation and inclusion of downstream impacts', J. Appl. Input-Output Analysis, 12, pp. 73 - 90

Journal articles | 2005

Gallego B; Lenzen M, 2005, 'A consistent input–output formulation of shared producer and consumer responsibility', Economic Systems Research, 17, pp. 365 - 391

Journal articles | 2004

Gallego B; Cessi P; McWilliams JC, 2004, 'The Antarctic Circumpolar Current in equilibrium', Journal of physical oceanography, 34, pp. 1571 - 1587

Journal articles | 2002

Gallego B, 2002, 'Simple models of large-scale midlatitude ocean-atmosphere dynamics', PhDT

Journal articles | 2001

Gallego B; Cessi P, 2001, 'Decadal variability of two oceans and an atmosphere', Journal of Climate, 14, pp. 2815 - 2832

Journal articles | 2000

Gallego B; Cessi P, 2000, 'Exchange of heat and momentum between the atmosphere and the ocean: a minimal model of decadal oscillations', Climate Dynamics, 16, pp. 479 - 489

Journal articles | 2000

Meléndez FJ; Gallego‐Luxan B; Demaison J; Smeyers YG, 2000, 'Ab initio determination of the infrared phosphine torsion spectrum in vinylphosphine with ZPE correction', Journal of Computational Chemistry, 21, pp. 1167 - 1175

Journal articles | 1999

Gallego B, 1999, 'Decadal Oscillations in the Mid-Latitude Ocean-Atmosphere System', Astrophysical and Geophysical Flows as Dynamical Systems 1998 Summer Study Program in Geophysical Fluid Dynamics, pp. 277

Journal articles | 1994

Iglesias T; Noheda B; Gallego B; del Castillo JRF; Lifante G; Gonzalo JA, 1994, 'Scaling equation of state for ferroelectric triglycine selenate at T≈ Tc', EPL (Europhysics Letters), 28, pp. 91

Journal articles |

Karatzas KD; Iliadis L; Spartalis S; Bahrepour M; Meratnia N; Havinga PJM; Sezer A; Goktepe AB; Altun S; Yu T, 'Artificial Intelligence Applications in Environmental',
Preprints | 2024

Greenberg JD; Huberts LCE; Ritchie A; Ooi S-Y; Flynn GM; Hart GK; Gallego B, 2024, Improved Sensitivity For Detection Of Clinical Deterioration When Diagnostic Pathology And Patient Trends Are Included In Machine Learning Models,

Preprints | 2023

Blake V; Jorm L; Yu J; Lee A; Gallego B; Ooi S-Y, 2023, The Cardiac Analytics and Innovation (CardiacAI) Data Repository: An Australian data resource for translational cardiovascular research,

Preprints | 2023

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 (Preprint),

Conference Abstracts | 2022

Jin X; Ding C; Hunter D; Gallego B, 2022, 'EFFECTIVENESS OF VITAMIN D SUPPLEMENTATION ON KNEE OSTEOARTHRITIS - A TARGET TRIAL EMULATION STUDY USING DATA FROM THE OSTEOARTHRITIS INITIATIVE COHORT', in Osteoarthritis and Cartilage, Elsevier BV, Vol. 30, pp. S63 - S64,

Preprints | 2022

Quiroz JC; Brieger D; Jorm L; Sy RW; Hsu B; Gallego B, 2022, Predicting adverse outcomes following catheter ablation treatment for atrial fibrillation,

Preprints | 2022

Sakal C; Hwang H; Quiroz JC; Gallego B, 2022, TreatmentEstimatoR: a Dashboard for Estimating Treatment Effects from Observational Health Data,

Reports | 2022

Smith GC; Vo K; Nathan S; Carland JE; Uebel K; Hieu Dinh H; Shulruf B; Torda A; Kennedy S; O'Sullivan AJ; Palit V; Gallego Luxan B; Velan G; Biles B, 2022, Re-imagining medical student research education - University of New South Wales, Medical Deans Australia and New Zealand Inc., Volume 1, ,

Preprints | 2021

Deng X; Feng Y; Sutjarittham T; Gharakheili HH; Gallego B; Sivaraman V, 2021, Comparing Broadband ISP Performance using Big Data from M-Lab,

Preprints | 2021

Gallego B; Zhu J, 2021, Time-to-event comparative effectiveness of NOACs vs VKAs in newly diagnosed non-valvular atrial fibrillation patients,

Preprints | 2021

Hwang H; Quiroz JC; Gallego B, 2021, Assessing The Effectiveness of Empirical Calibration Under Different Bias Scenarios,

Preprints | 2021

Hwang H; Quiroz JC; Gallego B, 2021, Assessing the effectiveness of empirical calibration under different bias scenarios,

Conference Papers | 2021

Kennedy G; Dras M; Gallego B, 2021, 'Augmentation of Electronic Medical Record Data for Deep Learning', in Studies in Health Technology and Informatics, Virtual event, pp. 582 - 586, presented at 18th World Congress of Medical and Health Informatics, MedInfo 2021, Virtual event, 02 October 2021 - 04 October 2021,

Preprints | 2021

Kennedy G; Gallego B, 2021, Clinician Readiness to Adopt A.I. for Critical Care Prioritisation,

Preprints | 2021

Liu J; Gallego B; Barbieri S, 2021, Incorporating Uncertainty in Learning to Defer Algorithms for Safe Computer-Aided Diagnosis,

Preprints | 2021

Quiroz J; Chard T; Sa Z; Ritchie A; Jorm L; Gallego B, 2021, Extract, Transform, Load Framework for the Conversion of Health Databases to OMOP,

Preprints | 2021

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,

Preprints | 2021

Zhu J; Gallego B, 2021, Evolution of disease transmission rate during the course of SARS-COV-2: Patterns and determinants,

Preprints | 2020

Castelyn G; Laranjo L; Schreier G; Gallego B, 2020, Predictive performance and impact of algorithms in remote monitoring of chronic conditions: a systematic review and meta-analysis (Preprint),

Preprints | 2020

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,

Preprints | 2020

Khalifa M; Magrabi F; Gallego B, 2020, Validating and Updating GRASP: An Evidence-Based Framework for Grading and Assessment of Clinical Predictive Tools,

Preprints | 2020

Khalifa M; Magrabi F; Gallego B, 2020, Validating and Updating GRASP: An Evidence-Based Framework for Grading and Assessment of Clinical Predictive Tools,

Preprints | 2020

Zhu J; Gallego B, 2020, Evolution of disease transmission rate during the course of SARS-COV-2: Patterns and determinants,

Preprints | 2019

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

Preprints | 2019

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,

Preprints | 2019

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

Preprints | 2019

Zhu J; Gallego B, 2019, Targeted Estimation of Heterogeneous Treatment Effect in Observational Survival Analysis,

Conference Papers | 2018

Schuler T; Hruby G; Kwong C; Clarke S; Gallego B; Eade T, 2018, 'Rationale and design of the Tracker Study: Exploring feasibility of real-time activity and weight monitoring during routine care of oncology patients', European Congress of Radiology-2018 ASM

Conference Papers | 2018

Schuler T; Liu T; Lamoury G; Morgia M; Carroll S; Hruby G; Kneebone A; Eade T; Brown C; Gallego B, 2018, 'Comparing comprehensiveness and accuracy of data between radiotherapy databases for breast and prostate cancer at the same institution', 2018 Annual Scientific Meeting

Other | 2017

Hopkins T; Messum S; Deady L; Dimitri A; Soars L; Gallego-Luxan B; McKenzie D; Sands M, 2017, Advance Care Planning (ACP) for end stage respiratory patients identified using the Hospital One year Mortality Rating (HOMR) tool, European Respiratory Society

Preprints | 2017

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

Conference Papers | 2013

Luxan BG; Magrabi F; Concha OP; Wang Y; Coiera E, 2013, 'Insights into patterns of healthcare delivery from hospital electronic medical records', in HISA Big Data in Biomedicine and Healthcare 2013 conference, Health Informatics Society of Australia

Conference Papers | 2013

Sivaraman V; Carrapetta J; Hu K; Luxan BG, 2013, 'HazeWatch: A participatory sensor system for monitoring air pollution in Sydney', in 38th Annual IEEE Conference on Local Computer Networks-Workshops, IEEE, pp. 56 - 64

Conference Papers | 2010

Dunn AG; Gallego Luxan B, 2010, 'Prescription volumes show that primary care is slow to respond to negative evidence, ACSQHC, 6-8 September, Perth.', Perth, presented at 8th Australasian Conference on Safety and Quality in Healthcare, Perth, 06 September 2010 - 08 September 2010

Conference Papers | 2009

Akhtar M; Gallego B; Shiue AY; Sintchenko V, 2009, 'Prospective Biosurveillance for Early Detection of Disease Outbreaks', in HIC 2009: Proceedings; Frontiers of Health Informatics-Redefining Healthcare, National Convention Centre Canberra, 19-21 August 2009, Health Informatics Society of Australia (HISA), pp. 132

Conference Presentations | 2009

Dunn A; Gallego Luxan B, 2009, 'Explaining low levels of recommended care in healthcare provision via diffusion through advice-giving networks', presented at S4 Conference on Emergence in Geographical Space, Paris, France, 23 November 2009 - 25 November 2009

Conference Papers | 2009

Sintchenko V; Gallego B; Chung G; Coiera E, 2009, 'Towards bioinformatics assisted infectious disease control', in BMC bioinformatics, BioMed Central, pp. 1 - 9

Conference Papers | 2009

Yu T; Lenzen M; Gallego B; Debenham JK, 2009, 'A Data Mining System for Estimating a Largesize Matrix for the Environmental Accounting.', in AIAI Workshops, Citeseer, pp. 260 - 269

Conference Papers | 2006

Lenzen M; Wood R; Gallego B, 2006, 'RAS matrix balancing under conflicting information', in Intermediate Input-Output Meetings

Conference Papers | 1999

Gallego B; Cessi P, 1999, 'Decadal oscillations in the mid-latitude ocean-atmosphere system', in 12TH CONFERENCE ON ATMOSPHERIC AND OCEANIC FLUID DYNAMICS, AMER METEOROLOGICAL SOCIETY, NY, NEW YORK, pp. 188 - 192, presented at 12th Conference on Atmospheric and Oceanic Fluid Dynamics, NY, NEW YORK, 07 June 1999 - 11 June 1999,

Other | 1995

Luxan BG, 1995, Modelo de bases vibracionales contraidas aplicado a los modos de torsion y aleteo de la molecula de metilamina, Universidad Autonoma de Madrid, Facultad de Ciencias

Conference Papers |

X. Cai, O. Perez-Concha, F. Martin-Sanchez, B. Gallego. , 'Modelling of Time Series Health Data using Dynamic Bayesian Networks: An application to predictions of patient outcomes after multiple surgeries.', in Proceedings of the Big Data Conference 2014, Melbourne

�� National Health and Medical Research Council (NHMRC) Grants

Centre for Research Excellence in Digital Health�� Co-investigator $2,500,000 (2018-2022)
Research Project Grant in Precision Medicine�� Lead investigator $520,967 (2017-2019)
Research Project Grant in Clinical Analytics�� Lead investigator $312,000 (2013-2016)
Centre for Research Excellence in e-health�� Co-investigator $2,500,000 (2011-2015) ��

�� Hearing Industry Research Consortium Grants

Large-scale clinical hearing rehabilitation data�� Co-investigator $150,00 (2015)

��St Vincent’s Clinic Foundation Grants

Predicting hospital readmission risk�� Lead investigator $30,00 (2015)

��Australia-India Strategic Funds

Modelling Large-Scale Linked Data�� Co-investigator $27,400 (2013)

�� HCF Health and Medical Research Grant

An independent national clinical evidence service�� Co-investigator $1,000,000 (2008-2009)

��

Best paper awards at international conferences�� 1999, 2009, 2012 and 2017
Researcher of the year award (AIHI)�� 2015
Bjerkness Memorial award (UCLA)�� 2002
Postgraduate Fellowships�� 1995, 1995-1998, 1999

��

Enabling Personalised Cohort Studies from Large Repositories of Clinical Practice Data.
Aim:��To desi

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