Óscar Pérez Concha

27 papers B 1C 2Misc 3Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
Harmonising the Clinical Melody: Tuning Large Language Models for Hospital Course Summarisation in Clinical Coding.
CoRR
Bokang Bi, Leibo Liu, Sanja Lujic, Louisa Jorm, Óscar Pérez Concha
2023 J jnl
Automated ICD coding using extreme multi-label long text transformer-based models.
Artif. Intell. Medicine
Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2023 J jnl
Continuous time recurrent neural networks: Overview and benchmarking at forecasting blood glucose in the intensive care unit.
J. Biomed. Informatics
Oisin Fitzgerald, Óscar Pérez Concha, Blanca Gallego Luxan, Alejandro Metke-Jimenez, Lachlan Rudd, Louisa Jorm
2023 J jnl
Continuous time recurrent neural networks: overview and application to forecasting blood glucose in the intensive care unit.
CoRR
Oisin Fitzgerald, Óscar Pérez Concha, Blanca Gallego Luxan, Alejandro Metke-Jimenez, Lachlan Rudd, Louisa Jorm
2022 J jnl
Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models.
CoRR
Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2022 J jnl
De-identifying Australian hospital discharge summaries: An end-to-end framework using ensemble of deep learning models.
J. Biomed. Informatics
Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2022 J jnl
Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding.
CoRR
Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2022 J jnl
Hierarchical label-wise attention transformer model for explainable ICD coding.
J. Biomed. Informatics
Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2021 J jnl
De-identifying Hospital Discharge Summaries: An End-to-End Framework using Ensemble of De-Identifiers.
CoRR
Leibo Liu, Óscar Pérez Concha, Anthony N. Nguyen, Vicki Bennett, Louisa Jorm
2021 J jnl
Incorporating real-world evidence into the development of patient blood glucose prediction algorithms for the ICU.
J. Am. Medical Informatics Assoc.
Oisin Fitzgerald, Óscar Pérez Concha, Blanca Gallego, Manoj K. Saxena, Lachlan Rudd, Alejandro Metke-Jimenez, Louisa Jorm
2019 J jnl
A Deep Representation of Longitudinal EMR Data Used for Predicting Readmission to the ICU and Describing Patients-at-Risk.
CoRR
Sebastiano Barbieri, Óscar Pérez Concha, Sradha Kotwal, Martin Gallagher, Angus Ritchie, Louisa Jorm
2018 J jnl
Predicting 7-day, 30-day and 60-day all-cause unplanned readmission: a case study of a Sydney hospital.
BMC Medical Informatics Decis. Mak.
Yashar Maali, Óscar Pérez Concha, Enrico W. Coiera, David Roffe, Richard O. Day, Blanca Gallego
2016 J jnl
Measuring the effects of computer downtime on hospital pathology processes.
J. Biomed. Informatics
Ying Wang, Enrico W. Coiera, Blanca Gallego, Óscar Pérez Concha, Mei-Sing Ong, Guy Tsafnat, David Roffe, Graham Jones, Farah Magrabi
2016 J jnl
Real-time prediction of mortality, readmission, and length of stay using electronic health record data.
J. Am. Medical Informatics Assoc.
Xiongcai Cai, Óscar Pérez Concha, Enrico W. Coiera, Fernando Martín-Sánchez, Richard O. Day, David Roffe, Blanca Gallego
2015 J jnl
Insights into temporal patterns of hospital patient safety from routinely collected electronic data.
Health Inf. Sci. Syst.
Blanca Gallego, Farah Magrabi, Óscar Pérez Concha, Ying Wang, Enrico W. Coiera
2015 J jnl
Tracking people under heavy occlusions by layered data association.
Multim. Tools Appl.
Zui Zhang, Óscar Pérez Concha, Massimo Piccardi
2013 J jnl
Joint Action Segmentation and Classification by an Extended Hidden Markov Model.
IEEE Signal Process. Lett.
Ehsan Zare Borzeshi, Óscar Pérez Concha, Richard Yi Da Xu, Massimo Piccardi
2012 Misc conf
Exploring the role of pathology test results in the prediction of remaining days of hospitalisation.
HIC
Blanca Gallego, Óscar Pérez Concha, Frank P. Y. Lin, Enrico W. Coiera
2012 — conf
Human Action Recognition in Video by Fusion of Structural and Spatio-temporal Features.
SSPR/SPR
Ehsan Zare Borzeshi, Óscar Pérez Concha, Massimo Piccardi
2011 — conf
HMM-MIO: An enhanced hidden Markov model for action recognition.
CVPR Workshops
Óscar Pérez Concha, Richard Y. D. Xu, Zia Moghaddam, Massimo Piccardi
2011 J jnl
MLiT: mixtures of Gaussians under linear transformations.
Pattern Anal. Appl.
Ahmed Fawzi Otoom, Hatice Gunes, Óscar Pérez Concha, Massimo Piccardi
2010 Misc conf
Compressive Sensing of Time Series for Human Action Recognition.
DICTA
Óscar Pérez Concha, Richard Yi Da Xu, Massimo Piccardi
2010 — conf
Mixtures of Gaussian Distributions under Linear Dimensionality Reduction.
VISAPP (2)
Ahmed Fawzi Otoom, Óscar Pérez Concha, Massimo Piccardi
2010 Misc conf
Robust Dimensionality Reduction for Human Action Recognition.
DICTA
Óscar Pérez Concha, Richard Yi Da Xu, Massimo Piccardi
2009 B conf
Mixtures of Normalized Linear Projections.
ACIVS
Ahmed Fawzi Otoom, Óscar Pérez Concha, Hatice Gunes, Massimo Piccardi
2006 C conf
Fusion of Surveillance Information for Visual Sensor Networks.
FUSION
Óscar Pérez Concha, Miguel A. Patricio, Jesús García Herrero, Javier Carbo Rubiera, José M. Molina
2006 C conf
Trajectory classification based on machine-learning techniques over tracking data.
FUSION
Jesús García, Óscar Pérez Concha, José M. Molina López, Gonzalo de Miguel