Blanca Gallego

According to our database, Blanca Gallego authored at least 35 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CK4Gen: A Knowledge Distillation Framework for Generating High-Utility Synthetic Survival Datasets in Healthcare.

Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm

CoRR, 2024

Masked Clinical Modelling: A Framework for Synthetic and Augmented Survival Data Generation.

Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm

CoRR, 2024

Predictive analytics for cardiovascular patient readmission and mortality: An explainable approach.

Leo C. E. Huberts, Sihan Li, Victoria Blake, Louisa Jorm, Jennifer Yu, Sze-Yuan Ooi, Blanca Gallego

Comput. Biol. Medicine, 2024

2023

Continuous time recurrent neural networks: Overview and benchmarking at forecasting blood glucose in the intensive care unit.

Oisin Fitzgerald, Óscar Pérez Concha, Blanca Gallego Luxan, Alejandro Metke-Jimenez, Lachlan Rudd, Louisa Jorm

J. Biomed. Informatics, October, 2023

The Cardiac Analytics and Innovation (CardiacAI) Data Repository: An Australian data resource for translational cardiovascular research.

Victoria Blake, Louisa Jorm, Jennifer Yu, Astin Lee, Blanca Gallego, Sze-Yuan Ooi

CoRR, 2023

Continuous time recurrent neural networks: overview and application to forecasting blood glucose in the intensive care unit.

Oisin Fitzgerald, Óscar Pérez Concha, Blanca Gallego Luxan, Alejandro Metke-Jimenez, Lachlan Rudd, Louisa Jorm

CoRR, 2023

2022

Causal inference for observational longitudinal studies using deep survival models.

Jie Zhu, Blanca Gallego

J. Biomed. Informatics, 2022

Predicting adverse outcomes following catheter ablation treatment for atrial fibrillation.

Juan C. Quiroz, David Brieger, Louisa Jorm, Raymond W. Sy, Benjumin Hsu, Blanca Gallego

CoRR, 2022

2021

Incorporating real-world evidence into the development of patient blood glucose prediction algorithms for the ICU.

Oisin Fitzgerald, Óscar Pérez Concha, Blanca Gallego, Manoj K. Saxena, Lachlan Rudd, Alejandro Metke-Jimenez, Louisa Jorm

J. Am. Medical Informatics Assoc., 2021

Predictive performance and impact of algorithms in remote monitoring of chronic conditions: A systematic review and meta-analysis.

Grant Castelyn, Liliana Laranjo, Günter Schreier, Blanca Gallego

Int. J. Medical Informatics, 2021

Incorporating Uncertainty in Learning to Defer Algorithms for Safe Computer-Aided Diagnosis.

Jessie Liu, Blanca Gallego, Sebastiano Barbieri

CoRR, 2021

Dynamic prediction of time to event with survival curves.

Jie Zhu, Blanca Gallego

CoRR, 2021

CDSM - Casual Inference using Deep Bayesian Dynamic Survival Models.

Jie Zhu, Blanca Gallego

CoRR, 2021

Comparing Broadband ISP Performance using Big Data from M-Lab.

Xiaohong Deng, Yun Feng, Thanchanok Sutjarittham, Hassan Habibi Gharakheili, Blanca Gallego, Vijay Sivaraman

CoRR, 2021

Augmentation of Electronic Medical Record Data for Deep Learning.

Georgina Kennedy, Mark Dras, Blanca Gallego

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

2020

Targeted estimation of heterogeneous treatment effect in observational survival analysis.

Jie Zhu, Blanca Gallego

J. Biomed. Informatics, 2020

2019

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

Mohamed Khalifa, Farah Magrabi, Blanca Gallego

BMC Medical Informatics Decis. Mak., 2019

Clinical prediction rules: A systematic review of healthcare provider opinions and preferences.

Georgina Kennedy, Blanca Gallego

Int. J. Medical Informatics, 2019

Validating and Updating GRASP: A New Evidence-Based Framework for Grading and Assessment of Clinical Predictive Tools.

Mohamed Khalifa, Farah Magrabi, Blanca Gallego

CoRR, 2019

Evaluating the Impact of Using GRASP Framework on Clinicians and Healthcare Professionals Decisions in Selecting Clinical Predictive Tools.

Mohamed Khalifa, Farah Magrabi, Blanca Gallego

CoRR, 2019

Developing an Evidence-Based Framework for Grading and Assessment of Predictive Tools for Clinical Decision Support.

Mohamed Khalifa, Farah Magrabi, Blanca Gallego

CoRR, 2019

2018

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

Yashar Maali, Óscar Pérez Concha, Enrico W. Coiera, David Roffe, Richard O. Day, Blanca Gallego

BMC Medical Informatics Decis. Mak., 2018

Conversational agents in healthcare: a systematic review.

Liliana Laranjo, Adam G. Dunn, Huong Ly Tong, Ahmet Baki Kocaballi, Jessica A. Chen, Rabia Bashir, Didi Surian, Blanca Gallego, Farah Magrabi, Annie Y. S. Lau, Enrico W. Coiera

J. Am. Medical Informatics Assoc., 2018

Technological Characteristics of Conversational Agents Used for Health-Related Purposes - A Systematic Review.

Liliana Laranjo, Adam G. Dunn, Huong Ly Tong, Ahmet Baki Kocaballi, Jessica A. Chen, Rabia Bashir, Didi Surian, Blanca Gallego, Farah Magrabi, Annie Y. S. Lau, Enrico W. Coiera

Proceedings of the AMIA 2018, 2018

2016

Measuring the effects of computer downtime on hospital pathology processes.

Ying Wang, Enrico W. Coiera, Blanca Gallego, Óscar Pérez Concha, Mei-Sing Ong, Guy Tsafnat, David Roffe, Graham Jones, Farah Magrabi

J. Biomed. Informatics, 2016

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

Xiongcai Cai, Óscar Pérez Concha, Enrico W. Coiera, Fernando Martín-Sánchez, Richard O. Day, David Roffe, Blanca Gallego

J. Am. Medical Informatics Assoc., 2016

2015

Insights into temporal patterns of hospital patient safety from routinely collected electronic data.

Blanca Gallego, Farah Magrabi, Óscar Pérez Concha, Ying Wang, Enrico W. Coiera

Health Inf. Sci. Syst., 2015

2013

HazeWatch: A participatory sensor system for monitoring air pollution in Sydney.

Vijay Sivaraman, James Carrapetta, Ke Hu, Blanca Gallego Luxan

Proceedings of the 38th Annual IEEE Conference on Local Computer Networks, Sydney, Australia, October 21-24, 2013, 2013

2012

Impact of a web-based personally controlled health management system on influenza vaccination and health services utilization rates: a randomized controlled trial.

Annie Y. S. Lau, Vitali Sintchenko, Jacinta Crimmins, Farah Magrabi, Blanca Gallego, Enrico W. Coiera

J. Am. Medical Informatics Assoc., 2012

Exploring the role of pathology test results in the prediction of remaining days of hospitalisation.

Blanca Gallego, Óscar Pérez Concha, Frank P. Y. Lin, Enrico W. Coiera

Proceedings of the Health Informatics: Building a Healthcare Future Through Trusted Information, 2012

2010

Diffusion of Competing Innovations: The Effects of Network Structure on the Provision of Healthcare.

Adam G. Dunn, Blanca Gallego

J. Artif. Soc. Soc. Simul., 2010

2009

Biosurveillance of emerging biothreats using scalable genotype clustering.

Blanca Gallego, Vitali Sintchenko, Qinning Wang, Lester Hiley, Gwendolyn L. Gilbert, Enrico W. Coiera

J. Biomed. Informatics, 2009

Towards bioinformatics assisted infectious disease control.

Vitali Sintchenko, Blanca Gallego, Grace Chung, Enrico W. Coiera

BMC Bioinform., 2009

A Data Mining System for Estimating a Largesize Matrix for the Environmental Accounting.

Ting Yu, Manfred Lenzen, Blanca Gallego, John K. Debenham

Proceedings of the Workshops of the 5th IFIP Conference on Artificial Intelligence Applications & Innovations (AIAI-2009), 2009

2000

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

Fco. Javier Meléndez, Blanca Gallego Luxan, Jean Demaison, Yves G. Smeyers

J. Comput. Chem., 2000