Juan Miguel García-Gómez

Publication Activity (10 Years)

Years Active: 2004-2021
Publications (10 Years): 13

Top Topics

Decision Support

Biomedical Data

Probability Distribution

Agent Based Social Simulation

Top Venues

Comput. Biol. Medicine

Int. J. Medical Informatics

Comput. Methods Programs Biomed.

Publications

Ricardo García-de-León-Chocano, Carlos Sáez, Verónica Muñoz-Soler, Antonio Oliver-Roig, Ricardo García-de-León-González, Juan Miguel García-Gómez
Robust estimation of infant feeding indicators by data quality assessment of longitudinal electronic health records from birth up to 18 months of life. Comput. Methods Programs Biomed. 207 (2021)
Javier Juan-Albarracín, Elies Fuster-García, Germán A. García-Ferrando, Juan Miguel García-Gómez
ONCOhabitats: A system for glioblastoma heterogeneity assessment through MRI. Int. J. Medical Informatics 128 (2019)
Vicent Blanes-Selva, Vicente Ruiz-García, Salvador Tortajada, José-Miguel Benedí, Bernardo Valdivieso, Juan Miguel García-Gómez
Design of one-year mortality forecast at hospital admission based: a machine learning approach. CoRR (2019)
Carlos Sáez, Juan Miguel García-Gómez
Kinematics of Big Biomedical Data to characterize temporal variability and seasonality of data repositories: Functional Data Analysis of data temporal evolution over non-parametric statistical manifolds. Int. J. Medical Informatics 119 (2018)
Pablo Ferri Borreda, Carlos Sáez, Juan Miguel García-Gómez
Discovering Data Source Stability Patterns in Biomedical Repositories Based on Simplicial Projections from Probability Distribution Distances. CBMS (2017)
Carlos Sáez, Oscar Zurriaga, Jordi Pérez-Panadés, Inma Melchor, Montserrat Robles, Juan Miguel García-Gómez
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. J. Am. Medical Informatics Assoc. 23 (6) (2016)
Javier Juan-Albarracín, Elies Fuster-García, Juan Miguel García-Gómez
An Online Platform for the Automatic Reporting of Multi-parametric Tissue Signatures: A Case Study in Glioblastoma. BrainLes@MICCAI (2016)
Adrián Bresó, Juan Martínez-Miranda, Cristina Botella, Rosa María Baños, Juan Miguel García-Gómez
Usability and acceptability assessment of an empathic virtual agent to prevent major depression. Expert Syst. J. Knowl. Eng. 33 (4) (2016)
Adrián Bresó, Juan Martínez-Miranda, Elies Fuster-García, Juan Miguel García-Gómez
A novel approach to improve the planning of adaptive and interactive sessions for the treatment of Major Depression. Int. J. Hum. Comput. Stud. 87 (2016)
Juan Ortiz-Pla, Elies Fuster-García, Javier Juan-Albarracín, Juan Miguel García-Gómez
GBM Modeling with Proliferation and Migration Phenotypes: A Proposal of Initialization for Real Cases. SASHIMI@MICCAI (2016)
Ricardo García-de-León-Chocano, Verónica Muñoz-Soler, Carlos Sáez, Ricardo García-de-León-González, Juan Miguel García-Gómez
Construction of quality-assured infant feeding process of care data repositories: Construction of the perinatal repository (Part 2). Comput. Biol. Medicine 71 (2016)
Elies Fuster-García, Adrián Bresó, Juan Martínez-Miranda, Javier Rosell-Ferrer, Colin Matheson, Juan Miguel García-Gómez
Fusing actigraphy signals for outpatient monitoring. Inf. Fusion 23 (2015)
Carlos Sáez, Pedro Pereira Rodrigues, João Gama, Montserrat Robles, Juan Miguel García-Gómez
Probabilistic change detection and visualization methods for the assessment of temporal stability in biomedical data quality. Data Min. Knowl. Discov. 29 (4) (2015)
Carlos Sáez, Luis Martí-Bonmatí, Angel Alberich-Bayarri, Montserrat Robles, Juan Miguel García-Gómez
H MRS: Evaluation as an additional information procedure for novice radiologists. Comput. Biol. Medicine 45 (2014)
Dana Petcu, Horacio González-Vélez, Bogdan Nicolae, Juan Miguel García-Gómez, Elies Fuster-García, Craig Sheridan
Next Generation HPC Clouds: A View for Large-Scale Scientific and Data-Intensive Applications. Euro-Par Workshops (2) (2014)
Juan Martínez-Miranda, Adrián Bresó, Juan Miguel García-Gómez
Look on the Bright Side: A Model of Cognitive Change in Virtual Agents. IVA (2014)
Dionisio Acosta, Juan Miguel García-Gómez
A decision-theoretic planning approach for clinical practice guideline modelling. BHI (2014)
Juan Miguel García-Gómez, Isabel de la Torre Díez, Javier Vicente, Montserrat Robles, Miguel López Coronado, Joel J. P. C. Rodrigues
Analysis of mobile health applications for a broad spectrum of consumers: A user experience approach. Health Informatics J. 20 (1) (2014)
Borja Martínez-Pérez, Isabel de la Torre Díez, Miguel López Coronado, Beatriz Sainz de Abajo, Montserrat Robles, Juan Miguel García-Gómez
Mobile Clinical Decision Support Systems and Applications: A Literature and Commercial Review. J. Medical Syst. 38 (1) (2014)
Juan Miguel García-Gómez, Juan Gómez-Sanchís, Pablo Escandell-Montero, Elies Fuster-García, Emilio Soria-Olivas
Sparse Manifold Clustering and Embedding to discriminate gene expression profiles of glioblastoma and meningioma tumors. Comput. Biol. Medicine 43 (11) (2013)
Carlos Sáez, Adrián Bresó, Javier Vicente, Montserrat Robles, Juan Miguel García-Gómez
An HL7-CDA wrapper for facilitating semantic interoperability to rule-based Clinical Decision Support Systems. Comput. Methods Programs Biomed. 109 (3) (2013)
Carlos Fernández-Llatas, José-Miguel Benedí, Juan Miguel García-Gómez, Vicente Traver
Process Mining for Individualized Behavior Modeling Using Wireless Tracking in Nursing Homes. Sensors 13 (11) (2013)
Adrián Bresó, Alfonso Pérez, Javier Juan-Albarracín, Juan Martínez-Miranda, Montserrat Robles, Juan Miguel García-Gómez
Creation of Creative Work Teams using Multi-Agent based Social Simulation. ICAART (1) (2013)
Carlos Sáez, Montserrat Robles, Juan Miguel García-Gómez
Comparative study of probability distribution distances to define a metric for the stability of multi-source biomedical research data. EMBC (2013)
Elies Fuster-García, Javier Juan-Albarracín, Adrián Bresó, Juan Miguel García-Gómez
Monitoring changes in daily actigraphy patterns of free-living patients. IWBBIO (2013)
Juan Martínez-Miranda, Adrián Bresó, Juan Miguel García-Gómez
Modelling Therapeutic Empathy in a Virtual Agent to Support the Remote Treatment of Major Depression. ICAART (2) (2012)
Javier Vicente, Salvador Tortajada, Elies Fuster-García, Juan Miguel García-Gómez, Montserrat Robles
An audit method suited for decision support systems for clinical environment. IEEE Conf. of Intelligent Systems (2012)
Carlos Fernández-Llatas, Juan Miguel García-Gómez, Javier Vicente, Juan-Carlos Naranjo, Montserrat Robles, José-Miguel Benedí, Vicente Traver
Behaviour patterns detection for persuasive design in Nursing Homes to help dementia patients. EMBC (2011)
Salvador Tortajada, Elies Fuster-García, Javier Vicente, Pieter Wesseling, Franklyn A. Howe, Margarida Julià-Sapé, Ana-Paula Candiota, Daniel Monleón, Àngel Moreno-Torres, Jesús Pujol, John R. Griffiths, Alan Wright, Andrew Peet, M. Carmen Martínez-Bisbal, Bernardo Celda, Carles Arús, Montserrat Robles, Juan Miguel García-Gómez
Incremental Gaussian Discriminant Analysis based on Graybill and Deal weighted combination of estimators for brain tumour diagnosis. J. Biomed. Informatics 44 (4) (2011)
Carlos Sáez, Juan Miguel García-Gómez, Javier Vicente, Salvador Tortajada, Jan Luts, David Dupplaw, Sabine Van Huffel, Montserrat Robles
A generic and extensible automatic classification framework applied to brain tumour diagnosis in HealthAgents. Knowl. Eng. Rev. 26 (3) (2011)
Javier Vicente, Juan Miguel García-Gómez, Salvador Tortajada, Alfredo T. Navarro, Franklyn A. Howe, Andrew Peet, Margarida Julià-Sapé, Bernardo Celda, Pieter Wesseling, Magí Lluch i Ariet, Montserrat Robles
Ranking of Brain Tumour Classifiers Using a Bayesian Approach. IWANN (1) (2009)
Horacio González-Vélez, Mariola Mier, Margarida Julià-Sapé, Theodoros N. Arvanitis, Juan Miguel García-Gómez, Montserrat Robles, Paul H. Lewis, Srinandan Dasmahapatra, David Dupplaw, Andrew Peet, Carles Arús, Bernardo Celda, Sabine Van Huffel, Magí Lluch i Ariet
HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis. Appl. Intell. 30 (3) (2009)
Juan Miguel García-Gómez, Salvador Tortajada, Javier Vicente, Carlos Sáez, Xavier Castells, Jan Luts, Margarida Julià-Sapé, Alfons Juan-Císcar, Sabine Van Huffel, Anna Barceló, Joaquín Ariño, Carles Arús, Montserrat Robles
Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning. IWANN (2007)
Madalina Croitoru, Bo Hu, Srinandan Dasmahapatra, Paul H. Lewis, David Dupplaw, Alex Gibb, Margarida Julià-Sapé, Javier Vicente, Carlos Sáez, Juan Miguel García-Gómez, Roman Roset, Francesc Estanyol, Xavier Rafael Palou, Mariola Mier
Conceptual Graphs Based Information Retrieval in HealthAgents. CBMS (2007)
Juan Miguel García-Gómez, Montserrat Robles, Sabine Van Huffel, Alfons Juan-Císcar
Modelling of Magnetic Resonance Spectra Using Mixtures for Binned and Truncated Data. IbPRIA (2) (2007)
Juan Miguel García-Gómez, José-Miguel Benedí, Javier Vicente, Montserrat Robles
Corpus based learning of stochastic, context-free grammars combined with Hidden Markov Models for tRNA modelling. Int. J. Bioinform. Res. Appl. 1 (3) (2005)
Ana Conesa, Stefan Götz, Juan Miguel García-Gómez, Javier Terol, Manuel Talón, Montserrat Robles
Blast2GO: a universal tool for annotation, visualization and analysis in functional genomics research. Bioinform. 21 (18) (2005)
Ana Conesa, Stefan Götz, Juan Miguel García-Gómez, Montserrat Robles, Manuel Talón
Blast2GO: A Universal Annotation and Visualization Tool for Functional Genomics Research. Spanish Bioinformatics Conference (2004)
Javier Vicente, Juan Miguel García-Gómez, César Vidal, Luis Martí-Bonmatí, Aurora del Arco, Montserrat Robles
SOC: A Distributed Decision Support Architecture for Clinical Diagnosis. ISBMDA (2004)