| Real-time prediction of mortality, readmission, and length of stay using electronic health record data X Cai, O Perez-Concha, E Coiera, F Martin-Sanchez, R Day, D Roffe, ... Journal of the American Medical Informatics Association 23 (3), 553-561, 2016 | 160 | 2016 |
| Do variations in hospital mortality patterns after weekend admission reflect reduced quality of care or different patient cohorts? A population-based study OP Concha, B Gallego, K Hillman, GP Delaney, E Coiera BMJ quality & safety 23 (3), 215-222, 2014 | 144 | 2014 |
| 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 | 94 | 2020 |
| Multi-agent framework in visual sensor networks MA Patricio, J Carbó, O Pérez, J Garcia, JM Molina EURASIP Journal on Applied Signal Processing 2007 (1), 226-226, 2007 | 88 | 2007 |
| 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 | 62 | 2018 |
| 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 | 44 | 2022 |
| Hidden markov models with kernel density estimation of emission probabilities and their use in activity recognition M Piccardi, Ó Pérez 2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007 | 44 | 2007 |
| Predicting the cumulative risk of death during hospitalization by modeling weekend, weekday and diurnal mortality risks E Coiera, Y Wang, F Magrabi, OP Concha, B Gallego, W Runciman BMC health services research 14, 1-9, 2014 | 39 | 2014 |
| Measuring the effects of computer downtime on hospital pathology processes Y Wang, E Coiera, B Gallego, O Perez-Concha, MS Ong, G Tsafnat, ... Journal of biomedical informatics 59, 308-315, 2016 | 36 | 2016 |
| Comparison between genetic algorithms and the baum-welch algorithm in learning hMMs for human activity classification Ó Pérez, M Piccardi, J García, M Patricio, J Molina Applications of Evolutionary Computing, 399-406, 2007 | 31 | 2007 |
| Joint action segmentation and classification by an extended hidden Markov model EZ Borzeshi, OP Concha, RY Da Xu, M Piccardi IEEE Signal Processing Letters 20 (12), 1207-1210, 2013 | 30 | 2013 |
| 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 | 28 | 2019 |
| Trajectory classification based on machine-learning techniques over tracking data J García, OP Concha, JM Molina, G De Miguel 2006 9th International Conference on Information Fusion, 1-8, 2006 | 28 | 2006 |
| Computational intelligence in visual sensor networks: improving video processing systems M Patricio, F Castanedo, A Berlanga, O Perez, J García, J Molina Computational Intelligence in Multimedia Processing: Recent Advances, 351-377, 2008 | 22 | 2008 |
| 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 | 21 | 2022 |
| Insights into temporal patterns of hospital patient safety from routinely collected electronic data B Gallego, F Magrabi, OP Concha, Y Wang, E Coiera Health Information Science and Systems 3, 1-10, 2015 | 20 | 2015 |
| 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 | 19 | 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 | 19 | 2021 |
| 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 | 17 | 2018 |
| HMM-MIO: an enhanced hidden Markov model for action recognition OP Concha, RY Da Xu, Z Moghaddam, M Piccardi CVPR 2011 WORKSHOPS, 62-69, 2011 | 17 | 2011 |
Blanca Gallego LuxanUniversity of New South Wales, Australiaunsw.edu.au의 이메일 확인됨
