Oscar Perez-Concha

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Jesus Garcia HerreroUniversidad Carlos III de MadridGeverifieerd e-mailadres voor inf.uc3m.es
JOSE MANUEL MOLINA LOPEZUniversidad Carlos III de MadridGeverifieerd e-mailadres voor ia.uc3m.es
Blanca Gallego LuxanUniversity of New South Wales, AustraliaGeverifieerd e-mailadres voor unsw.edu.au
Enrico CoieraMacquarie UniversityGeverifieerd e-mailadres voor mq.edu.au
Massimo PiccardiProfessor, University of Technology SydneyGeverifieerd e-mailadres voor uts.edu.au
Louisa JormProfessor and Director, Centre for Big Data Research in Health, UNSW AustraliaGeverifieerd e-mailadres voor unsw.edu.au
Miguel A. PatricioProfessor of Computer Science, Universidad Carlos III de MadridGeverifieerd e-mailadres voor inf.uc3m.es
Antonio BerlangaAssociate ProfessorGeverifieerd e-mailadres voor ia.uc3m.es
Richard O. DayProfessor of Clinical Pharmacology, University of New South Wales and St Vincent's Hospital, SydneyGeverifieerd e-mailadres voor unsw.edu.au
Farah MagrabiMacquarie UniversityGeverifieerd e-mailadres voor mq.edu.au
Ying WangCASIA;UPenn;Center for Health Informatics, Macquarie UniversityGeverifieerd e-mailadres voor mq.edu.au
Claire VajdicProfessor of Cancer Epidemiology, University of New South WalesGeverifieerd e-mailadres voor unsw.edu.au
Maarit LaaksonenAssociate Professor, University of New South WalesGeverifieerd e-mailadres voor unsw.edu.au
William B RuncimanProfessor of Patient SafetyGeverifieerd e-mailadres voor unisa.edu.au
Ehsan Zare BorzeshiPrincipal Data & Applied Scientist at MicrosoftGeverifieerd e-mailadres voor microsoft.com
Federico CastanedoAcademic Director at IE UniversityGeverifieerd e-mailadres voor faculty.ie.edu
Amaël ArguelA/Prof., University of Toulouse - CNRSGeverifieerd e-mailadres voor univ-tlse2.fr
Annie Y S Lau, BE PhDMacquarie UniversityGeverifieerd e-mailadres voor mq.edu.au
Adam G. DunnProfessor of Biomedical Informatics, University of SydneyGeverifieerd e-mailadres voor sydney.edu.au
Hatice GunesProfessor of Affective Intelligence & Robotics, University of Cambridge; EPSRC FellowGeverifieerd e-mailadres voor cl.cam.ac.uk

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Oscar Perez-Concha

Lecturer, University of New South Wales Sydney

Geverifieerd e-mailadres voor unsw.edu.au

Health Data + Machine Learning


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
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	133	2014
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	127	2016
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
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	52	2020
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), 1-11, 2018	48	2018
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), 1-9, 2014	40	2014
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	40	2007
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	32	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	27	2013
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	27	2008
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	27	2006
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	25	2019
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	17	2015
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
Compressive sensing of time series for human action recognition OP Concha, RY Da Xu, M Piccardi 2010 International Conference on Digital Image Computing: Techniques and …, 2010	17	2010
Improving the segmentation stage of a pedestrian tracking video-based system by means of evolution strategies Ó Pérez, M Patricio, J García, J Molina Applications of Evolutionary Computing, 438-449, 2006	17	2006
Comparison of classifiers for human activity recognition Ó Pérez, M Piccardi, J García, J Molina Nature Inspired Problem-Solving Methods in Knowledge Engineering, 192-201, 2007	16	2007
Fusion of surveillance information for visual sensor networks Ó Pérez, MA Patricio, J García, J Carbo, JM Molina 2006 9th International Conference on Information Fusion, 1-8, 2006	16	2006
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	12	2018

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