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Carlos Sáez
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Evolving phenotypes of non-hospitalized patients that indicate long COVID
H Estiri, ZH Strasser, GA Brat, YR Semenov, CJ Patel, SN Murphy
BMC medicine 19, 1-10, 2021
1242021
Potential limitations in COVID-19 machine learning due to data source variability: A case study in the nCov2019 dataset
C Sáez, N Romero, JA Conejero, JM García-Gómez
Journal of the American Medical Informatics Association 28 (2), 360-364, 2021
742021
Smart Pharmaceutical Manufacturing: Ensuring End-to-End Traceability and Data Integrity in Medicine Production
F Leal, AE Chis, S Caton, H González–Vélez, JM García–Gómez, M Durá, ...
Big Data Research, 100172, 2021
592021
Applying probabilistic temporal and multisite data quality control methods to a public health mortality registry in Spain: a systematic approach to quality control of repositories
C Sáez, O Zurriaga, J Pérez-Panadés, I Melchor, M Robles, ...
Journal of the American Medical Informatics Association 23 (6), 1085-95, 2016
522016
An HL7-CDA wrapper for facilitating semantic interoperability to rule-based Clinical Decision Support Systems
C Sáez, A Bresó, J Vicente, M Robles, JM García-Gómez
Computer methods and programs in biomedicine, 2013
492013
An adaptive security model for multi-agent systems and application to a clinical trials environment
L Xiao, A Peet, P Lewis, S Dashmapatra, C Sáez, M Croitoru, J Vicente, ...
31st Annual international computer software and applications conference …, 2007
432007
Stability metrics for multi-source biomedical data based on simplicial projections from probability distribution distances
C Sáez, M Robles, JM García-Gómez
Statistical methods in medical research 26 (1), 312-336, 2017
422017
Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: an international multi-centre observational cohort study
BWL Tan, BWQ Tan, ALM Tan, ER Schriver, A Gutiérrez-Sacristán, P Das, ...
EClinicalMedicine 55, 2023
402023
Organizing data quality assessment of shifting biomedical data.
C Sáez, J Martínez-Miranda, M Robles, JM García-Gómez
Studies in health technology and informatics 180, 721, 2012
352012
EHRtemporalVariability: delineating temporal data-set shifts in electronic health records
C Sáez, A Gutiérrez-Sacristán, I Kohane, JM García-Gómez, P Avillach
GigaScience 9 (8), giaa079, 2020
312020
Kinematics of big biomedical data to characterize temporal variability and seasonality of data repositories: functional data analysis of data temporal evolution over non …
C Sáez, JM García-Gómez
International journal of medical informatics 119, 109-124, 2018
302018
Robust association between vascular habitats and patient prognosis in glioblastoma: An international multicenter study
M del Mar Álvarez‐Torres, J Juan‐Albarracín, E Fuster‐Garcia, ...
Journal of Magnetic Resonance Imaging 51 (5), 1478-1486, 2020
272020
Probabilistic change detection and visualization methods for the assessment of temporal stability in biomedical data quality
C Sáez, PP Rodrigues, J Gama, M Robles, JM García-Gómez
Data Mining and Knowledge Discovery 29 (4), 950-975, 2015
272015
Conceptual graphs based information retrieval in healthagents
M Croitoru, B Hu, S Dasmahapatra, P Lewis, D Dupplaw, A Gibb, ...
Twentieth IEEE International Symposium on Computer-Based Medical Systems …, 2007
262007
Compatibility between 3T 1 H SV-MRS data and automatic brain tumour diagnosis support systems based on databases of 1.5 T 1 H SV-MRS spectra
E Fuster-Garcia, C Navarro, J Vicente, S Tortajada, JM García-Gómez, ...
Magnetic Resonance Materials in Physics, Biology and Medicine 24 (1), 35-42, 2011
252011
Deep ensemble multitask classification of emergency medical call incidents combining multimodal data improves emergency medical dispatch
P Ferri, C Sáez, A Félix-De Castro, J Juan-Albarracín, V Blanes-Selva, ...
Artificial Intelligence in Medicine 117, 102088, 2021
152021
Hospitalizations associated with mental health conditions among adolescents in the US and France during the COVID-19 pandemic
A Gutiérrez-Sacristán, A Serret-Larmande, MR Hutch, C Sáez, BJ Aronow, ...
JAMA Network Open 5 (12), e2246548-e2246548, 2022
142022
Quality of hospital electronic health record (EHR) data based on the international consortium for health outcomes measurement (ICHOM) in heart failure: pilot data quality …
H Aerts, D Kalra, C Sáez, JM Ramírez-Anguita, MA Mayer, ...
JMIR medical informatics 9 (8), e27842, 2021
142021
A generic and extensible automatic classification framework applied to brain tumour diagnosis in HealthAgents
C Sáez, JM García-Gómez, J Vicente, S Tortajada, J Luts, D Dupplaw, ...
The Knowledge Engineering Review 26 (3), 283-301, 2011
142011
Data-driven discovery of changes in clinical code usage over time: a case-study on changes in cardiovascular disease recording in two English electronic health records …
P Rockenschaub, V Nguyen, RW Aldridge, D Acosta, JM García-Gómez, ...
BMJ Open 10 (2), e034396, 2020
132020
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