Medications used disproportionately during pregnancy: Priorities for research on the risks and benefits of medications when used during pregnancy
Havard, Alys, Barbieri, Sebastiano, Hanly, Mark, Perez‐Concha, Oscar, Tran, Duong T., Kennedy, Debra, Jorm, Louisa R.
Published in Pharmacoepidemiology and drug safety (01.01.2021)
Published in Pharmacoepidemiology and drug safety (01.01.2021)
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Journal Article
Do variations in hospital mortality patterns after weekend admission reflect reduced quality of care or different patient cohorts? A population-based study
Concha, Oscar Perez, Gallego, Blanca, Hillman, Ken, Delaney, Geoff P, Coiera, Enrico
Published in BMJ quality & safety (01.03.2014)
Published in BMJ quality & safety (01.03.2014)
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Journal Article
The relationship between hyperglycaemia on admission and patient outcome is modified by hyperlactatemia and diabetic status: a retrospective analysis of the eICU collaborative research database
Fitzgerald, Oisin, Perez-Concha, Oscar, Gallego-Luxan, Blanca, Rudd, Lachlan, Jorm, Louisa
Published in Scientific reports (21.09.2023)
Published in Scientific reports (21.09.2023)
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Journal Article
Predicting 7-day, 30-day and 60-day all-cause unplanned readmission: a case study of a Sydney hospital
Maali, Yashar, Perez-Concha, Oscar, Coiera, Enrico, Roffe, David, Day, Richard O, Gallego, Blanca
Published in BMC medical informatics and decision making (04.01.2018)
Published in BMC medical informatics and decision making (04.01.2018)
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Journal Article
Joint Action Segmentation and Classification by an Extended Hidden Markov Model
Borzeshi, Ehsan Zare, Perez Concha, Oscar, Xu, Richard Yi Da, Piccardi, Massimo
Published in IEEE signal processing letters (01.12.2013)
Published in IEEE signal processing letters (01.12.2013)
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Journal Article
Diagnostic and health service pathways to diagnosis of cancer-registry notified cancer of unknown primary site (CUP)
Schaffer, Andrea L, Pearson, Sallie-Anne, Perez-Concha, Oscar, Dobbins, Timothy, Ward, Robyn L, van Leeuwen, Marina T, Rhee, Joel J, Laaksonen, Maarit A, Craigen, Glynis, Vajdic, Claire M
Published in PloS one (01.01.2020)
Published in PloS one (01.01.2020)
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Journal Article
Web-Based Application Based on Human-in-the-Loop Deep Learning for Deidentifying Free-Text Data in Electronic Medical Records: Development and Usability Study
Liu, Leibo, Perez-Concha, Oscar, Nguyen, Anthony, Bennett, Vicki, Blake, Victoria, Gallego, Blanca, Jorm, Louisa
Published in Interactive journal of medical research (25.08.2023)
Published in Interactive journal of medical research (25.08.2023)
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Journal Article
Enriching Data Science and Health Care Education: Application and Impact of Synthetic Data Sets Through the Health Gym Project
Kuo, Nicholas I-Hsien, Perez-Concha, Oscar, Hanly, Mark, Mnatzaganian, Emmanuel, Hao, Brandon, Di Sipio, Marcus, Yu, Guolin, Vanjara, Jash, Valerie, Ivy Cerelia, de Oliveira Costa, Juliana, Churches, Timothy, Lujic, Sanja, Hegarty, Jo, Jorm, Louisa, Barbieri, Sebastiano
Published in JMIR medical education (16.01.2024)
Published in JMIR medical education (16.01.2024)
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Journal Article
MLiT: mixtures of Gaussians under linear transformations
Otoom, Ahmed Fawzi, Gunes, Hatice, Perez Concha, Oscar, Piccardi, Massimo
Published in Pattern analysis and applications : PAA (01.05.2011)
Published in Pattern analysis and applications : PAA (01.05.2011)
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Journal Article
Real-time prediction of mortality, readmission, and length of stay using electronic health record data
Cai, Xiongcai, Perez-Concha, Oscar, Coiera, Enrico, Martin-Sanchez, Fernando, Day, Richard, Roffe, David, Gallego, Blanca
Published in Journal of the American Medical Informatics Association : JAMIA (01.05.2016)
Published in Journal of the American Medical Informatics Association : JAMIA (01.05.2016)
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Journal Article
Hierarchical label-wise attention transformer model for explainable ICD coding
Liu, Leibo, Perez-Concha, Oscar, Nguyen, Anthony, Bennett, Vicki, Jorm, Louisa
Published in Journal of biomedical informatics (01.09.2022)
Published in Journal of biomedical informatics (01.09.2022)
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Journal Article
Benchmarking Deep Learning Architectures for Predicting Readmission to the ICU and Describing Patients-at-Risk
Barbieri, Sebastiano, Kemp, James, Perez-Concha, Oscar, Kotwal, Sradha, Gallagher, Martin, Ritchie, Angus, Jorm, Louisa
Published in Scientific reports (24.01.2020)
Published in Scientific reports (24.01.2020)
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Journal Article
Automated ICD coding using extreme multi-label long text transformer-based models
Liu, Leibo, Perez-Concha, Oscar, Nguyen, Anthony, Bennett, Vicki, Jorm, Louisa
Published in Artificial intelligence in medicine (01.10.2023)
Published in Artificial intelligence in medicine (01.10.2023)
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Journal Article
Continuous time recurrent neural networks: Overview and benchmarking at forecasting blood glucose in the intensive care unit
Fitzgerald, Oisin, Perez-Concha, Oscar, Gallego-Luxan, Blanca, Metke-Jimenez, Alejandro, Rudd, Lachlan, Jorm, Louisa
Published in Journal of biomedical informatics (01.10.2023)
Published in Journal of biomedical informatics (01.10.2023)
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Journal Article
Incorporating real-world evidence into the development of patient blood glucose prediction algorithms for the ICU
Fitzgerald, Oisin, Perez-Concha, Oscar, Gallego, Blanca, Saxena, Manoj K, Rudd, Lachlan, Metke-Jimenez, Alejandro, Jorm, Louisa
Published in Journal of the American Medical Informatics Association : JAMIA (01.08.2021)
Published in Journal of the American Medical Informatics Association : JAMIA (01.08.2021)
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Journal Article