Blanca Gallego

38 papers Misc 2Journal 33Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
CUICurate: A GraphRAG-based Framework for Automated Clinical Concept Curation for NLP applications.
CoRR
Victoria Blake, Mathew Miller, Jamie Novak, Sze-Yuan Ooi, Blanca Gallego
2026 J jnl
PRIME-CVD: A Parametrically Rendered Informatics Medical Environment for Education in Cardiovascular Risk Modelling.
CoRR
Nicholas I-Hsien Kuo, Marzia Hoque Tania, Blanca Gallego, Louisa Jorm
2026 J jnl
Using natural language processing to extract information from clinical text in electronic medical records for populating clinical registries: a systematic review.
J. Am. Medical Informatics Assoc.
Leibo Liu, Victoria Blake, Matthew Barman, Blanca Gallego, Timothy Churches, Georgina Kennedy, Sze-Yuan Ooi, Geoffrey Delaney, Louisa Jorm
2025 J jnl
Attention-Based Synthetic Data Generation for Calibration-Enhanced Survival Analysis: A Case Study for Chronic Kidney Disease Using Electronic Health Records.
CoRR
Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
2025 J jnl
Attention-based synthetic data generation for calibration-enhanced survival analysis: A case study for chronic kidney disease using electronic health records.
J. Biomed. Informatics
Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
2025 J jnl
Limits of Generative Pre-Training in Structured EMR Trajectories with Irregular Sampling.
CoRR
Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
2025 — conf
Masked Clinical Modelling: A Framework for Synthetic and Augmented Survival Data Generation.
MedInfo
Nicholas I-Hsien Kuo, Blanca Gallego, Louisa R. Jorm
2024 J jnl
CK4Gen: A Knowledge Distillation Framework for Generating High-Utility Synthetic Survival Datasets in Healthcare.
CoRR
Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
2024 J jnl
Masked Clinical Modelling: A Framework for Synthetic and Augmented Survival Data Generation.
CoRR
Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
2024 J jnl
Predictive analytics for cardiovascular patient readmission and mortality: An explainable approach.
Comput. Biol. Medicine
Leo C. E. Huberts, Sihan Li, Victoria Blake, Louisa Jorm, Jennifer Yu, Sze-Yuan Ooi, Blanca Gallego
2023 J jnl
The Cardiac Analytics and Innovation (CardiacAI) Data Repository: An Australian data resource for translational cardiovascular research.
CoRR
Victoria Blake, Louisa Jorm, Jennifer Yu, Astin Lee, Blanca Gallego, Sze-Yuan Ooi
2022 J jnl
Causal inference for observational longitudinal studies using deep survival models.
J. Biomed. Informatics
Jie Zhu, Blanca Gallego
2022 J jnl
Predicting adverse outcomes following catheter ablation treatment for atrial fibrillation.
CoRR
Juan C. Quiroz, David Brieger, Louisa Jorm, Raymond W. Sy, Benjumin Hsu, Blanca Gallego
2021 — conf
Augmentation of Electronic Medical Record Data for Deep Learning.
MedInfo
Georgina Kennedy, Mark Dras, Blanca Gallego
2021 J jnl
CDSM - Casual Inference using Deep Bayesian Dynamic Survival Models.
CoRR
Jie Zhu, Blanca Gallego
2021 J jnl
Comparing Broadband ISP Performance using Big Data from M-Lab.
CoRR
Xiaohong Deng, Yun Feng, Thanchanok Sutjarittham, Hassan Habibi Gharakheili, Blanca Gallego, Vijay Sivaraman
2021 J jnl
Dynamic prediction of time to event with survival curves.
CoRR
Jie Zhu, Blanca Gallego
2021 J jnl
Incorporating Uncertainty in Learning to Defer Algorithms for Safe Computer-Aided Diagnosis.
CoRR
Jessie Liu, Blanca Gallego, Sebastiano Barbieri
2021 J jnl
Incorporating real-world evidence into the development of patient blood glucose prediction algorithms for the ICU.
J. Am. Medical Informatics Assoc.
Oisin Fitzgerald, Óscar Pérez Concha, Blanca Gallego, Manoj K. Saxena, Lachlan Rudd, Alejandro Metke-Jimenez, Louisa Jorm
2021 J jnl
Predictive performance and impact of algorithms in remote monitoring of chronic conditions: A systematic review and meta-analysis.
Int. J. Medical Informatics
Grant Castelyn, Liliana Laranjo, Günter Schreier, Blanca Gallego
2020 J jnl
Targeted estimation of heterogeneous treatment effect in observational survival analysis.
J. Biomed. Informatics
Jie Zhu, Blanca Gallego
2019 J jnl
Clinical prediction rules: A systematic review of healthcare provider opinions and preferences.
Int. J. Medical Informatics
Georgina Kennedy, Blanca Gallego
2019 J jnl
Developing a framework for evidence-based grading and assessment of predictive tools for clinical decision support.
BMC Medical Informatics Decis. Mak.
Mohamed Khalifa, Farah Magrabi, Blanca Gallego
2019 J jnl
Developing an Evidence-Based Framework for Grading and Assessment of Predictive Tools for Clinical Decision Support.
CoRR
Mohamed Khalifa, Farah Magrabi, Blanca Gallego
2019 J jnl
Evaluating the Impact of Using GRASP Framework on Clinicians and Healthcare Professionals Decisions in Selecting Clinical Predictive Tools.
CoRR
Mohamed Khalifa, Farah Magrabi, Blanca Gallego
2019 J jnl
Validating and Updating GRASP: A New Evidence-Based Framework for Grading and Assessment of Clinical Predictive Tools.
CoRR
Mohamed Khalifa, Farah Magrabi, Blanca Gallego
2018 J jnl
Conversational agents in healthcare: a systematic review.
J. Am. Medical Informatics Assoc.
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
2018 J jnl
Predicting 7-day, 30-day and 60-day all-cause unplanned readmission: a case study of a Sydney hospital.
BMC Medical Informatics Decis. Mak.
Yashar Maali, Óscar Pérez Concha, Enrico W. Coiera, David Roffe, Richard O. Day, Blanca Gallego
2018 Misc conf
Technological Characteristics of Conversational Agents Used for Health-Related Purposes - A Systematic Review.
AMIA
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
2016 J jnl
Measuring the effects of computer downtime on hospital pathology processes.
J. Biomed. Informatics
Ying Wang, Enrico W. Coiera, Blanca Gallego, Óscar Pérez Concha, Mei-Sing Ong, Guy Tsafnat, David Roffe, Graham Jones, Farah Magrabi
2016 J jnl
Real-time prediction of mortality, readmission, and length of stay using electronic health record data.
J. Am. Medical Informatics Assoc.
Xiongcai Cai, Óscar Pérez Concha, Enrico W. Coiera, Fernando Martín-Sánchez, Richard O. Day, David Roffe, Blanca Gallego
2015 J jnl
Insights into temporal patterns of hospital patient safety from routinely collected electronic data.
Health Inf. Sci. Syst.
Blanca Gallego, Farah Magrabi, Óscar Pérez Concha, Ying Wang, Enrico W. Coiera
2012 Misc conf
Exploring the role of pathology test results in the prediction of remaining days of hospitalisation.
HIC
Blanca Gallego, Óscar Pérez Concha, Frank P. Y. Lin, Enrico W. Coiera
2012 J jnl
Impact of a web-based personally controlled health management system on influenza vaccination and health services utilization rates: a randomized controlled trial.
J. Am. Medical Informatics Assoc.
Annie Y. S. Lau, Vitali Sintchenko, Jacinta Crimmins, Farah Magrabi, Blanca Gallego, Enrico W. Coiera
2010 J jnl
Diffusion of Competing Innovations: The Effects of Network Structure on the Provision of Healthcare.
J. Artif. Soc. Soc. Simul.
Adam G. Dunn, Blanca Gallego
2009 — conf
A Data Mining System for Estimating a Largesize Matrix for the Environmental Accounting.
AIAI (Workshops)
Ting Yu, Manfred Lenzen, Blanca Gallego, John K. Debenham
2009 J jnl
Biosurveillance of emerging biothreats using scalable genotype clustering.
J. Biomed. Informatics
Blanca Gallego, Vitali Sintchenko, Qinning Wang, Lester Hiley, Gwendolyn L. Gilbert, Enrico W. Coiera
2009 J jnl
Towards bioinformatics assisted infectious disease control.
BMC Bioinform.
Vitali Sintchenko, Blanca Gallego, Grace Chung, Enrico W. Coiera