| Enriching Data Science and Health Care Education: Application and Impact of Synthetic Data Sets Through the Health Gym Project I Nicholas, H Kuo, O Perez-Concha, M Hanly, E Mnatzaganian, B Hao, ... JMIR Medical Education 10 (1), e51388, 2024 | 2 | 2024 |
| The relationship between hyperglycaemia on admission and patient outcome is modified by hyperlactatemia and diabetic status: a retrospective analysis of the eICU collaborative … O Fitzgerald, O Perez-Concha, B Gallego-Luxan, L Rudd, L Jorm Scientific Reports 13 (1), 15692, 2023 | | 2023 |
| Continuous time recurrent neural networks: overview and benchmarking at forecasting blood glucose in the intensive care unit O Fitzgerald, O Perez-Concha, B Gallego-Luxan, A Metke-Jimenez, ... Journal of Biomedical Informatics, 104498, 2023 | 2 | 2023 |
| Web-based application based on human-in-the-loop deep learning for deidentifying free-text data in electronic medical records: development and usability study L Liu, O Perez-Concha, A Nguyen, V Bennett, V Blake, B Gallego, L Jorm Interactive Journal of Medical Research 12 (1), e46322, 2023 | 1 | 2023 |
| Curation and description of a blood glucose management and nutritional support cohort using the eICU collaborative research database O Fitzgerald, O Perez-Concha, B Gallego-Luxan, L Rudd, L Jorm medRxiv, 2023.04. 20.23288845, 2023 | 1 | 2023 |
| Complex early childhood experiences: Characteristics of Northern Territory children across health, education and child protection data L Roper, VY He, O Perez-Concha, S Guthridge PloS one 18 (1), e0280648, 2023 | 3 | 2023 |
| Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models L Liu, O Perez-Concha, A Nguyen, V Bennett, L Jorm arXiv preprint arXiv:2212.05857, 2022 | 8 | 2022 |
| De-identifying Australian hospital discharge summaries: An end-to-end framework using ensemble of deep learning models L Liu, O Perez-Concha, A Nguyen, V Bennett, L Jorm Journal of Biomedical Informatics 135, 104215, 2022 | 11 | 2022 |
| Uptake of Team Care Arrangements for adults newly diagnosed with cancer O Perez-Concha, D Goldstein, MF Harris, MA Laaksonen, M Hanly, ... Australian Journal of Primary Health 29 (1), 20-29, 2022 | 1 | 2022 |
| Hierarchical label-wise attention transformer model for explainable ICD coding L Liu, O Perez-Concha, A Nguyen, V Bennett, L Jorm Journal of Biomedical Informatics 133, 104161, 2022 | 36 | 2022 |
| A machine learning approach to predict the added-sugar content of packaged foods T Davies, JCY Louie, R Ndanuko, S Barbieri, O Perez-Concha, JHY Wu The Journal of Nutrition 152 (1), 343-349, 2022 | 15 | 2022 |
| Incorporating real-world evidence into the development of patient blood glucose prediction algorithms for the ICU O Fitzgerald, O Perez-Concha, B Gallego, MK Saxena, L Rudd, ... Journal of the American Medical Informatics Association 28 (8), 1642-1650, 2021 | 15 | 2021 |
| Medications used disproportionately during pregnancy: priorities for research on the risks and benefits of medications when used during pregnancy A Havard, S Barbieri, M Hanly, O Perez‐Concha, DT Tran, D Kennedy, ... Pharmacoepidemiology and Drug Safety 30 (1), 53-64, 2021 | 8 | 2021 |
| Diagnostic and health service pathways to diagnosis of cancer-registry notified cancer of unknown primary site (CUP) AL Schaffer, SA Pearson, O Perez-Concha, T Dobbins, RL Ward, ... PLoS One 15 (3), e0230373, 2020 | 6 | 2020 |
| Benchmarking Deep Learning Architectures for predicting Readmission to the ICU and Describing patients-at-Risk S Barbieri, J Kemp, O Perez-Concha, S Kotwal, M Gallagher, A Ritchie, ... Nature Scientific Reports, 2020 | 77 | 2020 |
| Risk factors for cancer registry-notified cancer of unknown primary site (CUP) CM Vajdic, O Perez-Concha, J Rhee, T Dobbins, R Ward, A Schaffer, ... ASIA-PACIFIC JOURNAL OF CLINICAL ONCOLOGY 15, 84-85, 2019 | | 2019 |
| Health-related predictors of cancer registry-notified cancer of unknown primary site (CUP) CM Vajdic, O Perez-Concha, JJ Rhee, T Dobbins, RL Ward, AL Schaffer, ... Cancer Epidemiology 61, 1-7, 2019 | 7 | 2019 |
| Demographic, social and lifestyle risk factors for cancer registry-notified cancer of unknown primary site (CUP) CM Vajdic, O Perez-Concha, T Dobbins, RL Ward, AL Schaffer, ... Cancer Epidemiology 60, 156-161, 2019 | 26 | 2019 |
| Predicting 7-day, 30-day and 60-day all-cause unplanned readmission: a case study of a Sydney hospital Y Maali, O Perez-Concha, E Coiera, D Roffe, RO Day, B Gallego BMC medical informatics and decision making 18, 1-11, 2018 | 57 | 2018 |
| Theoretical approaches of online social network interventions and implications for behavioral change: a systematic review A Arguel, O Perez‐Concha, SYW Li, AYS Lau Journal of evaluation in clinical practice 24 (1), 212-221, 2018 | 16 | 2018 |
Blanca Gallego LuxanUniversity of New South Wales, Australia在 unsw.edu.au 的电子邮件经过验证
