Carlos Sáez

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Juan M Garcia-GomezUniversidad Politecnica de ValenciaDirección de correo verificada de ibime.upv.es
Montserrat RoblesProfesora de Física y de Informática Médica en la UPV. Instituto Universitario ITACADirección de correo verificada de fis.upv.es
Javier VicenteHealth & Medical CopywriterDirección de correo verificada de copywritingmedico.com
J. Alberto ConejeroUniversitat Politècnica de València (Full Professor)Dirección de correo verificada de upv.es
Paul LewisProfessor of Computer Science, University of SouthamptonDirección de correo verificada de ecs.soton.ac.uk
Salvador TortajadaInstituto de Física CorpuscularDirección de correo verificada de ific.uv.es
Horacio González-VélezCloud Competency Centre, National College of Ireland (ORCID: 0000-0003-0241-6053)Dirección de correo verificada de ncirl.ie
Madalina CroitoruUniv. of MontpellierDirección de correo verificada de lirmm.fr
Juan Martínez-MirandaCentro de Investigación Científica y de Educación Superior de Ensenada - CICESE-UT3Dirección de correo verificada de cicese.mx
Adrián BresóResearcher at the Biomedical Informatic Research Group (IBIME)Dirección de correo verificada de upvnet.upv.es
Elies Fuster-GarciaAssociate ProfessorDirección de correo verificada de upv.es
Jan LutsData Scientist, EverisDirección de correo verificada de uts.edu.au
Sabine Van HuffelKU LeuvenDirección de correo verificada de esat.kuleuven.be
Srinandan DasmahapatraUniversity of SouthamptonDirección de correo verificada de ecs.soton.ac.uk
Ángel Sánchez-GarcíaUniversitat Politècnica de ValènciaDirección de correo verificada de upv.es
Luis Martí-BonmatíHospital Universitario y Politécnico La Fe de ValenciaDirección de correo verificada de uv.es
Adriana E. ChisNational College of IrelandDirección de correo verificada de ncirl.ie
Fátima LealUniversidade Portucalense. REMITDirección de correo verificada de upt.pt
Paul Avillach, MD,PhDAssistant Professor Harvard Medical SchoolDirección de correo verificada de hms.harvard.edu
A.Gutiérrez-SacristánIntructor in Biomedical Informatics, Harvard Medical SchoolDirección de correo verificada de hms.harvard.edu

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Carlos Sáez

Biomedical Data Science Lab, IBIME, ITACA, Universitat Politècnica de València

Dirección de correo verificada de upv.es

biomedical informatics data quality decision support systems machine learning data variability


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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	46	2021
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	44	2016
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	42	2013
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	39	2007
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	38	2017
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	33	2012
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	26	2021
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	26	2007
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	23	2011
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	21	2015
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	19	2020
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	16	2018
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	15	2020
Comparative study of probability distribution distances to define a metric for the stability of multi-source biomedical research data C Sáez, M Robles, JM García-Gómez 35th Annual International Conference of the IEEE EMBS, Osaka, Japan, 3 - 7 …, 2013	13	2013
On the Implementation of HealthAgents: Agent-Based Brain Tumour Diagnosis M Lluch-Ariet, F Estanyol, M Mier, C Delgado, H González-Vélez, ... Agent technology and e-health, 5-24, 2007	13	2007
Knowledge-based personal health system to empower outpatients of diabetes mellitus by means of p4 medicine A Bresó, C Sáez, J Vicente, F Larrinaga, M Robles, JM García-Gómez Data Mining in Clinical Medicine, 237-257, 2015	11	2015
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	11	2011
Randomized pilot study and qualitative evaluation of a clinical decision support system for brain tumour diagnosis based on SV 1H MRS: Evaluation as an additional information … C Sáez, L Martí-Bonmatí, Á Alberich-Bayarri, M Robles, JM García-Gómez Computers in Biology and Medicine 45, 26-33, 2014	10	2014
A security model and its application to a distributed decision support system for healthcare L Xiao, J Vicente, C Sáez, A Peet, A Gibb, P Lewis, S Dasmahapatra, ... 2008 Third International Conference on Availability, Reliability and …, 2008	10	2008
A generic decision support system featuring an assembled view of predictive models for magnetic resonance and clinical data C Sáez, JM García-Gómez, J Vicente, S Tortajada, M Esparza, ... ESMRMB 2008: 25th Annual Scientific Meeting, 2008	10	2008

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