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2020 – today
- 2024
[j18]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: 108321 (2024)- [i12]Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm:
Masked Clinical Modelling: A Framework for Synthetic and Augmented Survival Data Generation. CoRR abs/2410.16811 (2024) - [i11]Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm:
CK4Gen: A Knowledge Distillation Framework for Generating High-Utility Synthetic Survival Datasets in Healthcare. CoRR abs/2410.16872 (2024) - 2023
- [j17]Oisin Fitzgerald, Óscar Pérez Concha, Blanca Gallego Luxan, Alejandro Metke-Jimenez, Lachlan Rudd, Louisa Jorm:
Continuous time recurrent neural networks: Overview and benchmarking at forecasting blood glucose in the intensive care unit. J. Biomed. Informatics 146: 104498 (2023) - [i10]Oisin Fitzgerald, Óscar Pérez Concha, Blanca Gallego Luxan, Alejandro Metke-Jimenez, Lachlan Rudd, Louisa Jorm:
Continuous time recurrent neural networks: overview and application to forecasting blood glucose in the intensive care unit. CoRR abs/2304.07025 (2023) - [i9]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 abs/2304.09341 (2023) - 2022
- [j16]Jie Zhu, Blanca Gallego:
Causal inference for observational longitudinal studies using deep survival models. J. Biomed. Informatics 131: 104119 (2022) - [i8]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 abs/2211.11965 (2022) - 2021
- [j15]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: 104620 (2021) - [j14]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): 1642-1650 (2021) - [c5]Georgina Kennedy, Mark Dras, Blanca Gallego:
Augmentation of Electronic Medical Record Data for Deep Learning. MedInfo 2021: 582-586 - [i7]Xiaohong Deng, Yun Feng, Thanchanok Sutjarittham, Hassan Habibi Gharakheili, Blanca Gallego, Vijay Sivaraman:
Comparing Broadband ISP Performance using Big Data from M-Lab. CoRR abs/2101.09795 (2021) - [i6]Jie Zhu, Blanca Gallego:
CDSM - Casual Inference using Deep Bayesian Dynamic Survival Models. CoRR abs/2101.10643 (2021) - [i5]Jie Zhu, Blanca Gallego:
Dynamic prediction of time to event with survival curves. CoRR abs/2101.10739 (2021) - [i4]Jessie Liu, Blanca Gallego, Sebastiano Barbieri:
Incorporating Uncertainty in Learning to Defer Algorithms for Safe Computer-Aided Diagnosis. CoRR abs/2108.07392 (2021) - 2020
- [j13]Jie Zhu, Blanca Gallego:
Targeted estimation of heterogeneous treatment effect in observational survival analysis. J. Biomed. Informatics 107: 103474 (2020)
2010 – 2019
- 2019
- [j12]Georgina Kennedy, Blanca Gallego:
Clinical prediction rules: A systematic review of healthcare provider opinions and preferences. Int. J. Medical Informatics 123: 1-10 (2019) - [j11]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): 207:1-207:17 (2019) - [i3]Mohamed Khalifa, Farah Magrabi, Blanca Gallego:
Developing an Evidence-Based Framework for Grading and Assessment of Predictive Tools for Clinical Decision Support. CoRR abs/1907.03706 (2019) - [i2]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 abs/1907.11523 (2019) - [i1]Mohamed Khalifa, Farah Magrabi, Blanca Gallego:
Validating and Updating GRASP: A New Evidence-Based Framework for Grading and Assessment of Clinical Predictive Tools. CoRR abs/1907.11524 (2019) - 2018
- [j10]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): 1248-1258 (2018) - [j9]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): 1:1-1:11 (2018) - [c4]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 - 2016
- [j8]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): 553-561 (2016) - [j7]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: 308-315 (2016) - 2015
- [j6]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) - 2013
- [c3]Vijay Sivaraman, James Carrapetta, Ke Hu, Blanca Gallego Luxan:
HazeWatch: A participatory sensor system for monitoring air pollution in Sydney. LCN Workshops 2013: 56-64 - 2012
- [j5]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): 719-727 (2012) - [c2]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: 45-50 - 2010
- [j4]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)
2000 – 2009
- 2009
- [j3]Vitali Sintchenko, Blanca Gallego, Grace Chung, Enrico W. Coiera:
Towards bioinformatics assisted infectious disease control. BMC Bioinform. 10(S-2) (2009) - [j2]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): 66-73 (2009) - [c1]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: 260-269 - 2000
- [j1]Fco. Javier Meléndez, Blanca Gallego Luxan, Jean Demaison, Yves G. Smeyers:
Ab initio determination of the infrared phosphine torsion spectrum in vinylphosphine with ZPE correction. J. Comput. Chem. 21(13): 1167-1175 (2000)
Coauthor Index
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