Blanca Gallego

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 23

Top Topics

Systematic Review

Predictive Analytics

Atrial Fibrillation

Response Function

Top Venues

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

BMC Medical Informatics Decis. Mak.

Publications

Leo C. E. Huberts, Sihan Li, Victoria Blake, Louisa Jorm, Jennifer Yu, Sze-Yuan Ooi, Blanca Gallego
Predictive analytics for cardiovascular patient readmission and mortality: An explainable approach. Comput. Biol. Medicine 174 (2024)
Victoria Blake, Louisa Jorm, Jennifer Yu, Astin Lee, Blanca Gallego, Sze-Yuan Ooi
The Cardiac Analytics and Innovation (CardiacAI) Data Repository: An Australian data resource for translational cardiovascular research. CoRR (2023)
Jie Zhu, Blanca Gallego
Causal inference for observational longitudinal studies using deep survival models. J. Biomed. Informatics 131 (2022)
Juan C. Quiroz, David Brieger, Louisa Jorm, Raymond W. Sy, Benjumin Hsu, Blanca Gallego
Predicting adverse outcomes following catheter ablation treatment for atrial fibrillation. CoRR (2022)
Grant Castelyn, Liliana Laranjo, Günter Schreier, Blanca Gallego
Predictive performance and impact of algorithms in remote monitoring of chronic conditions: A systematic review and meta-analysis. Int. J. Medical Informatics 156 (2021)
Jie Zhu, Blanca Gallego
Stochastic Treatment Recommendation with Deep Survival Dose Response Function (DeepSDRF). CoRR (2021)
Jie Zhu, Blanca Gallego
CDSM - Casual Inference using Deep Bayesian Dynamic Survival Models. CoRR (2021)
Jie Zhu, Blanca Gallego
Dynamic prediction of time to event with survival curves. CoRR (2021)
Georgina Kennedy, Mark Dras, Blanca Gallego
Augmentation of Electronic Medical Record Data for Deep Learning. MedInfo (2021)
Oisin Fitzgerald, Óscar Pérez Concha, Blanca Gallego, Manoj K. Saxena, Lachlan Rudd, Alejandro Metke-Jimenez, Louisa Jorm
Incorporating real-world evidence into the development of patient blood glucose prediction algorithms for the ICU. J. Am. Medical Informatics Assoc. 28 (8) (2021)
Xiaohong Deng, Yun Feng, Thanchanok Sutjarittham, Hassan Habibi Gharakheili, Blanca Gallego, Vijay Sivaraman
Comparing Broadband ISP Performance using Big Data from M-Lab. CoRR (2021)
Jessie Liu, Blanca Gallego, Sebastiano Barbieri
Incorporating Uncertainty in Learning to Defer Algorithms for Safe Computer-Aided Diagnosis. CoRR (2021)
Jie Zhu, Blanca Gallego
Targeted estimation of heterogeneous treatment effect in observational survival analysis. J. Biomed. Informatics 107 (2020)
Mohamed Khalifa, Farah Magrabi, Blanca Gallego
Evaluating the Impact of Using GRASP Framework on Clinicians and Healthcare Professionals Decisions in Selecting Clinical Predictive Tools. CoRR (2019)
Mohamed Khalifa, Farah Magrabi, Blanca Gallego
Developing a framework for evidence-based grading and assessment of predictive tools for clinical decision support. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Georgina Kennedy, Blanca Gallego
Clinical prediction rules: A systematic review of healthcare provider opinions and preferences. Int. J. Medical Informatics 123 (2019)
Mohamed Khalifa, Farah Magrabi, Blanca Gallego
Validating and Updating GRASP: A New Evidence-Based Framework for Grading and Assessment of Clinical Predictive Tools. CoRR (2019)
Mohamed Khalifa, Farah Magrabi, Blanca Gallego
Developing an Evidence-Based Framework for Grading and Assessment of Predictive Tools for Clinical Decision Support. CoRR (2019)
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
Conversational agents in healthcare: a systematic review. J. Am. Medical Informatics Assoc. 25 (9) (2018)
Yashar Maali, Óscar Pérez Concha, Enrico W. Coiera, David Roffe, Richard O. Day, Blanca Gallego
Predicting 7-day, 30-day and 60-day all-cause unplanned readmission: a case study of a Sydney hospital. BMC Medical Informatics Decis. Mak. 18 (1) (2018)
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
Technological Characteristics of Conversational Agents Used for Health-Related Purposes - A Systematic Review. AMIA (2018)
Ying Wang, Enrico W. Coiera, Blanca Gallego, Óscar Pérez Concha, Mei-Sing Ong, Guy Tsafnat, David Roffe, Graham Jones, Farah Magrabi
Measuring the effects of computer downtime on hospital pathology processes. J. Biomed. Informatics 59 (2016)
Xiongcai Cai, Óscar Pérez Concha, Enrico W. Coiera, Fernando Martín-Sánchez, Richard O. Day, David Roffe, Blanca Gallego
Real-time prediction of mortality, readmission, and length of stay using electronic health record data. J. Am. Medical Informatics Assoc. 23 (3) (2016)
Blanca Gallego, Farah Magrabi, Óscar Pérez Concha, Ying Wang, Enrico W. Coiera
Insights into temporal patterns of hospital patient safety from routinely collected electronic data. Health Inf. Sci. Syst. 3 (1) (2015)
Annie Y. S. Lau, Vitali Sintchenko, Jacinta Crimmins, Farah Magrabi, Blanca Gallego, Enrico W. Coiera
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. 19 (5) (2012)
Blanca Gallego, Óscar Pérez Concha, Frank P. Y. Lin, Enrico W. Coiera
Exploring the role of pathology test results in the prediction of remaining days of hospitalisation. HIC (2012)
Adam G. Dunn, Blanca Gallego
Diffusion of Competing Innovations: The Effects of Network Structure on the Provision of Healthcare. J. Artif. Soc. Soc. Simul. 13 (4) (2010)
Vitali Sintchenko, Blanca Gallego, Grace Chung, Enrico W. Coiera
Towards bioinformatics assisted infectious disease control. BMC Bioinform. 10 (S-2) (2009)
Ting Yu, Manfred Lenzen, Blanca Gallego, John K. Debenham
A Data Mining System for Estimating a Largesize Matrix for the Environmental Accounting. AIAI Workshops (2009)
Blanca Gallego, Vitali Sintchenko, Qinning Wang, Lester Hiley, Gwendolyn L. Gilbert, Enrico W. Coiera
Biosurveillance of emerging biothreats using scalable genotype clustering. J. Biomed. Informatics 42 (1) (2009)