Blanca Gallego-Luxan

Associate Professor

  • 817 Citations
  • 16 h-Index
20002022
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Research Outputs 2000 2019

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Article
2019

Developing a framework for evidence-based grading and assessment of predictive tools for clinical decision support

Khalifa, M., Magrabi, F. & Gallego, B., 29 Oct 2019, In : BMC Medical Informatics and Decision Making. 19, 1, p. 1-17 17 p., 207.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Clinical Decision Support Systems
Knee
Guidelines
Delivery of Health Care
Peer Review

Grading and assessment of clinical predictive tools for paediatric head injury: a new evidence-based approach

Khalifa, M. & Gallego, B., 14 Jun 2019, In : BMC Emergency Medicine. 19, 1, p. 1-12 12 p., 35.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Craniocerebral Trauma
Pediatrics
Health Services Needs and Demand
Hospital Emergency Service
Emergencies
2018

Comparing methods for estimation of heterogeneous treatment effects using observational data from health care databases

Wendling, T., Jung, K., Callahan, A., Schuler, A., Shah, N. H. & Gallego, B., 15 Oct 2018, In : Statistics in Medicine. 37, 23, p. 3309-3324 16 p.

Research output: Contribution to journalArticleResearchpeer-review

Treatment Effects
Healthcare
Databases
Delivery of Health Care
Risk Difference

Conversational agents in healthcare: a systematic review

Laranjo da Silva, L., Dunn, A. G., Tong, H. L., Kocaballi, A. B., Chen, J., Bashir, R., Surian, D., Gallego, B., Magrabi, F., Lau, A. Y. S. & Coiera, E., 1 Sep 2018, In : Journal of the American Medical Informatics Association. 25, 9, p. 1248–1258 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Language
Delivery of Health Care
Health
Randomized Controlled Trials
Patient Safety

Efficacy of a tool to predict short-term mortality in older people presenting at emergency departments: protocol for a multi-centre cohort study

Cardona, M., Lewis, E. T., Turner, R. M., Alkhouri, H., Asha, S., Mackenzie, J., Perkins, M., Suri, S., Holdgate, A., Winoto, L., Chang, C. W., Gallego-Luxan, B., McCarthy, S., Kristensen, M. R., O'Sullivan, M., Skjøt-Arkil, H., Ekmann, A. A., Nygaard, H. H., Jensen, J. J., Jensen, R. O. & 7 othersPedersen, J. L., Breen, D., Petersen, J. A., Jensen, B. N., Mogensen, C. B., Hillman, K. & Brabrand, M., 1 May 2018, In : Archives of Gerontology and Geriatrics. 76, p. 169-174 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Hospital Emergency Service
Cohort Studies
mortality
death
Mortality

Improving patient flow and satisfaction: an evidence-based pre-admission clinic and transfer of care pathway for elective surgery patients

He, J., Gallego, B., Stubbs, C., Scott, A., Dawson, S., Forrest, K. & Kennedy, C., Apr 2018, In : Collegian. 25, 2, p. 149-156 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Patient Satisfaction
Length of Stay
Electronic Health Records
Practice Guidelines
Outcome Assessment (Health Care)

Predicting 7-day, 30-day and 60-day all-cause unplanned readmission: a case study of a Sydney hospital

Maali, Y., Perez-Concha, O., Coiera, E., Roffe, D., Day, R. O. & Gallego, B., 2018, In : BMC Medical Informatics and Decision Making. 18, 1, p. 1-11 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Comorbidity
Logistic Models
Patient Discharge
Urban Hospitals
Psychotic Disorders

Predictive validity of the CriSTAL tool for short-term mortality in older people presenting at Emergency Departments: a prospective study

Cardona, M., Lewis, E. T., Kristensen, M. R., Skjøt-Arkil, H., Ekmann, A. A., Nygaard, H. H., Jensen, J. J., Jensen, R. O., Pedersen, J. L., Turner, R. M., Garden, F., Alkhouri, H., Asha, S., Mackenzie, J., Perkins, M., Suri, S., Holdgate, A., Winoto, L., Chang, D. C. W., Gallego-Luxan, B. & 6 othersMcCarthy, S., Petersen, J. A., Jensen, B. N., Backer Mogensen, C., Hillman, K. & Brabrand, M., 1 Dec 2018, In : European Geriatric Medicine. 9, 6, p. 891-901 11 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Hospital Emergency Service
Prospective Studies
Mortality
ROC Curve
Calibration
2017
South Australia
New South Wales
Drug-Related Side Effects and Adverse Reactions
Population
Length of Stay

What is inappropriate hospital use for elderly people near the end of life? A systematic review

Cardona-Morrell, M., Kim, J. C. H., Brabrand, M., Gallego-Luxan, B. & Hillman, K., Jul 2017, In : European Journal of Internal Medicine. 42, p. 39-50 12 p.

Research output: Contribution to journalArticleResearchpeer-review

Homes for the Aged
Literature
Terminally Ill
Nursing Homes
PubMed
2016

Comparing high-dimensional confounder control methods for rapid cohort studies from electronic health records

Low, Y. S., Gallego, B. & Shah, N. H., 1 Mar 2016, In : Journal of Comparative Effectiveness Research. 5, 2, p. 179-192 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Electronic Health Records
Cohort Studies
Propensity Score
Observational Studies
Emergencies

Design and Evaluation of a Metropolitan Air Pollution Sensing System

Hu, K., Sivaraman, V., Luxan, B. G. & Rahman, A., 1 Mar 2016, In : IEEE Sensors Journal. 16, 5, p. 1448-1459 12 p., 7323791.

Research output: Contribution to journalArticleResearchpeer-review

air pollution
Air pollution
evaluation
Application programs
pollution monitoring

Measuring the effects of computer downtime on hospital pathology processes

Wang, Y., Coiera, E., Gallego, B., Concha, O. P., Ong, M. S., Tsafnat, G., Roffe, D., Jones, G. & Magrabi, F., 1 Feb 2016, In : Journal of Biomedical Informatics. 59, p. 308-315 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Pathology
Electronic medical equipment
Troponin
Workflow
Electronic Health Records

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

Cardona-Morrell, M., Chapman, A., Turner, R. M., Lewis, E., Gallego-Luxan, B., Parr, M. & Hillman, K., Dec 2016, In : Resuscitation. 109, p. 76-80 5 p.

Research output: Contribution to journalArticleResearchpeer-review

Case-Control Studies
Chronic Renal Insufficiency
Myocardial Infarction
Nursing Homes
Heart Arrest

Real-time prediction of mortality, readmission, and length of stay using electronic health record data

Cai, X., Perez-Concha, O., Coiera, E., Martin-Sanchez, F., Day, R., Roffe, D. & Gallego, B., 2016, In : Journal of the American Medical Informatics Association. 23, 3, p. 553-561 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Electronic Health Records
Length of Stay
Mortality
Hospitalization
Patient Readmission
2014

Do variations in hospital mortality Patterns after weekend admission Reflect reduced quality of care or Different patient cohorts' A population-based study

Concha, O. P., Gallego, B., Hillman, K., Delaney, G. P. & Coiera, E., Mar 2014, In : BMJ Quality and Safety. 23, 3, p. 215-222 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Quality of Health Care
Hospital Mortality
Mortality
Population
South Australia

Modeling of time series health data using dynamic Bayesian networks: an application to predictions of patient outcomes after multiple surgeries

Cai, X., Perez-Concha, O., Martin-Sanchez, F. & Gallego, B., 2014, In : CEUR Workshop Proceedings. 1149, p. 22-23 2 p.

Research output: Contribution to journalArticleResearch

Bayesian networks
Surgery
Time series
Health

Predicting the cumulative risk of death during hospitalization by modeling weekend, weekday and diurnal mortality risks

Coiera, E., Wang, Y., Magrabi, F., Concha, O. P., Gallego, B. & Runciman, W., 21 May 2014, In : BMC Health Services Research. 14, p. 1-9 9 p., 226.

Research output: Contribution to journalArticleResearchpeer-review

Hospitalization
Mortality
Area Under Curve
Private Hospitals
Diagnosis-Related Groups
2013

The management of severe hypertension in Australian general practice

Gallego, B., Runciman, W. B., Perez-Concha, O., Liaw, S. T., Day, R. O., Dunn, A. G. & Coiera, E., 2013, In : BMC Health Services Research. 13, p. 1-9 9 p., 414.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
General Practice
Hypertension
General Practitioners
Antihypertensive Agents
Outcome Assessment (Health Care)
2012

A Literature review on care at the end-of-life in the emergency department

Forero, R., McDonnell, G., Gallego Luxan, B., McCarthy, S., Mohsin, M., Shanley, C., Formby, F. & Hillman, K., 2012, In : Emergency medicine international. 2012, p. 1-11 11 p., 486516.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Terminal Care
Hospital Emergency Service
Costs and Cost Analysis
Policy Making
Health Services Research
Human Influenza
Health Services
Vaccination
Randomized Controlled Trials
Health

Industry influenced evidence production in collaborative research communities: A network analysis

Dunn, A. G., Gallego, B. & Coiera, E., May 2012, In : Journal of Clinical Epidemiology. 65, 5, p. 535-543 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Community Networks
Industry
Research
Randomized Controlled Trials
Pharmaceutical Preparations
Safety Management
Patient Safety
Demography
Health
Safety

Nation-scale adoption of new medicines by doctors: an application of the Bass diffusion model

Dunn, A. G., Braithwaite, J., Gallego, B., Day, R. O., Runciman, W. & Coiera, E., 2012, In : BMC Health Services Research. 12, p. 1-9 9 p., 248.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Bass
Prescriptions
Pharmaceutical Preparations
Decision Making
Analysis of Variance
Open Access
File
Human Influenza
Vaccination
Randomized Controlled Trials
Health
Social Networking
2010

Diffusion of competing innovations: The effects of network structure on the provision of healthcare

Dunn, A. G. & Gallego, B., Oct 2010, In : JASSS. 13, 4, p. 1-11 11 p., 8.

Research output: Contribution to journalArticleResearchpeer-review

Innovation
innovation
Health care
health care
simulation

Three-year longitudinal study of genotypes of Mycobacterium tuberculosis in a low prevalence population

Gallego, B., Sintchenko, V., Jelfs, P., Coiera, E. & Gilbert, G. L., Apr 2010, In : Pathology. 42, 3, p. 267-272 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Mycobacterium tuberculosis
Longitudinal Studies
Genotype
Population
Isoniazid
2009

A data mining system for estimating a large-size matrix in environmental accounting

Yu, T., Lenzen, M., Gallego, B. & Debenham, J., 2009, In : CEUR Workshop Proceedings. 475, p. 260-269 10 p.

Research output: Contribution to journalArticleResearchpeer-review

Data mining
Life cycle
Industry
Economics
Data integration

Biosurveillance of emerging biothreats using scalable genotype clustering

Gallego, B., Sintchenko, V., Wang, Q., Hiley, L., Gilbert, G. L. & Coiera, E., Feb 2009, In : Journal of Biomedical Informatics. 42, 1, p. 66-73 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Biosurveillance
Alarm systems
Public health
Pathogens
Disease Outbreaks

Matrix balancing under conflicting information

Lenzen, M., Gallego, B. & Wood, R., 2009, In : Economic Systems Research. 21, 1, p. 23-44 22 p.

Research output: Contribution to journalArticleResearchpeer-review

Input-output table
Constrained optimization
Compromise solution
Social accounting matrix
Programming

Towards bioinformatics assisted infectious disease control

Sintchenko, V., Gallego, B., Chung, G. & Coiera, E., 2009, In : BMC Bioinformatics. 10, Suppl 1, p. 1-11 11 p., S10.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Disease control
Text Mining
Infectious Diseases
Bioinformatics
Profiling
2008

Towards a deeper and broader ecological footprint

Peters, G. M., Sack, F., Lenzen, M., Lundie, S. & Gallego, B., Mar 2008, In : Proceedings of the Institution of Civil Engineers: Engineering Sustainability. 161, 1, p. 31-37 7 p.

Research output: Contribution to journalArticleResearchpeer-review

Exhaust gases
Wastewater
2007

Some comments on the GRAS method

Lenzen, M., Wood, R. & Gallego, B., Dec 2007, In : Economic Systems Research. 19, 4, p. 461-465 5 p.

Research output: Contribution to journalArticleResearchpeer-review

matrix
present
method
2005

A consistent input-output formulation of shared producer and consumer responsibility

Gallego, B. & Lenzen, M., Dec 2005, In : Economic Systems Research. 17, 4, p. 365-391 27 p.

Research output: Contribution to journalArticleResearchpeer-review

producer
responsibility
transaction
supply
pollution
2004

The Antarctic Circumpolar Current in Equilibrium

Gallego, B., Cessi, P. & McWilliams, J. C., Jul 2004, In : Journal of Physical Oceanography. 34, 7, p. 1571-1587 17 p.

Research output: Contribution to journalArticleResearchpeer-review

circumpolar current
heat flux
surface layer
eddy
air temperature
2001

Decadal variability of two oceans and an atmosphere

Gallego, B. & Cessi, P., 1 Jul 2001, In : Journal of Climate. 14, 13, p. 2815-2832 18 p.

Research output: Contribution to journalArticleResearchpeer-review

ocean basin
atmosphere
oscillation
ocean
upper ocean
2000

Ab initio determination of the infrared phosphine torsion spectrum in vinylphosphine with ZPE correction

Melendez, FJ., Gallego-Luxan, B., Demaison, J. & Smeyers, YG., Oct 2000, In : Journal of Computational Chemistry. 21, 13, p. 1167-1175 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

Exchange of heat and momentum between the atmosphere and the ocean: A minimal model of decadal oscillations

Gallego, B. & Cessi, P., Jun 2000, In : Climate Dynamics. 16, 6, p. 479-489 11 p.

Research output: Contribution to journalArticleResearchpeer-review

wind-driven circulation
momentum
oscillation
atmosphere
ocean