Juan Miguel García-Gómez

发表

Genomics and metabolomics research of Brain Tumours based on Machine Learning

Sabine Van Huffel, Alfons Juan-Císcar, Juan Miguel García-Gómez, 2007 .

An HL7-CDA wrapper for facilitating semantic interoperability to rule-based Clinical Decision Support Systems

Carlos Sáez, Juan Miguel García-Gómez, Javier Vicente, 2013, Comput. Methods Programs Biomed..

Blast2GO: A Universal Annotation and Visualization Tool for Functional Genomics Research

Juan Miguel García-Gómez, Montserrat Robles, Ana Conesa, 2004, Spanish Bioinformatics Conference.

Brain Tumor Classification Using Magnetic Resonance Spectroscopy

Juan Miguel García-Gómez, J. M. García-Gómez, 2011 .

Process Mining for Individualized Behavior Modeling Using Wireless Tracking in Nursing Homes

Juan Miguel García-Gómez, Vicente Traver, Carlos Fernández-Llatas, 2013, Sensors.

Modelling Therapeutic Empathy in a Virtual Agent to Support the Remote Treatment of Major Depression

Juan Miguel García-Gómez, Adrián Bresó, Juan Martínez-Miranda, 2012, ICAART.

A novel approach to improve the planning of adaptive and interactive sessions for the treatment of Major Depression

Juan Miguel García-Gómez, Adrián Bresó, Juan Martínez-Miranda, 2016, Int. J. Hum. Comput. Stud..

SOC: A Distributed Decision Support Architecture for Clinical Diagnosis

Juan Miguel García-Gómez, Montserrat Robles, Luis Martí-Bonmatí, 2004, ISBMDA.

Organizing data quality assessment of shifting biomedical data.

Carlos Sáez, Juan Miguel García-Gómez, Montserrat Robles, 2012, Studies in health technology and informatics.

GBM Modeling with Proliferation and Migration Phenotypes: A Proposal of Initialization for Real Cases

Juan Miguel García-Gómez, Elies Fuster-García, Juan Ortiz-Pla, 2016, SASHIMI@MICCAI.

Look on the Bright Side: A Model of Cognitive Change in Virtual Agents

Juan Miguel García-Gómez, Adrián Bresó, Juan Martínez-Miranda, 2014, IVA.

Analysis of mobile health applications for a broad spectrum of consumers: A user experience approach

Joel J. P. C. Rodrigues, Juan Miguel García-Gómez, Javier Vicente, 2014, Health Informatics J..

Fusing actigraphy signals for outpatient monitoring

Juan Miguel García-Gómez, Adrián Bresó, Javier Rosell-Ferrer, 2015, Inf. Fusion.

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 procedure for novice radiologists

Juan Miguel García-Gómez, Montserrat Robles, Luis Martí-Bonmatí, 2014, Comput. Biol. Medicine.

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

Juan Miguel García-Gómez, Carlos Sáez, C. Sáez, 2018, Int. J. Medical Informatics.

Behaviour patterns detection for persuasive design in Nursing Homes to help dementia patients

Juan Miguel García-Gómez, Javier Vicente, Montserrat Robles, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Corpus based learning of stochastic, context-free grammars combined with Hidden Markov Models for tRNA modelling

Juan Miguel García-Gómez, Montserrat Robles, José-Miguel Benedí, 2005, Int. J. Bioinform. Res. Appl..

Comparative study of probability distribution distances to define a metric for the stability of multi-source biomedical research data

Carlos Sáez, Juan Miguel García-Gómez, Montserrat Robles, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Usability and acceptability assessment of an empathic virtual agent to prevent major depression

Cristina Botella, Rosa María Baños, Juan Miguel García-Gómez, 2016, Expert Syst. J. Knowl. Eng..

Construction of quality-assured infant feeding process of care data repositories: Construction of the perinatal repository (Part 2)

Juan Miguel García-Gómez, Carlos Sáez, Ricardo García-de-León-Chocano, 2016, Comput. Biol. Medicine.

A decision-theoretic planning approach for clinical practice guideline modelling

Juan Miguel García-Gómez, Dionisio Acosta, 2014, IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI).

Conceptual Graphs Based Information Retrieval in HealthAgents

Madalina Croitoru, Paul H. Lewis, Juan Miguel García-Gómez, 2007, Twentieth IEEE International Symposium on Computer-Based Medical Systems (CBMS'07).

Modelling of Magnetic Resonance Spectra Using Mixtures for Binned and Truncated Data

Sabine Van Huffel, Alfons Juan-Císcar, Juan Miguel García-Gómez, 2007, IbPRIA.

An audit method suited for decision support systems for clinical environment

Juan Miguel García-Gómez, Salvador Tortajada, Montserrat Robles, 2012, 2012 6th IEEE International Conference Intelligent Systems.

A generic and extensible automatic classification framework applied to brain tumour diagnosis in HealthAgents

Sabine Van Huffel, Carlos Sáez, Juan Miguel García-Gómez, 2011, The Knowledge Engineering Review.

Incremental logistic regression for customizing automatic diagnostic models.

Juan Miguel García-Gómez, Salvador Tortajada, Montserrat Robles, 2015, Methods in molecular biology.

Ranking of Brain Tumour Classifiers Using a Bayesian Approach

Juan Miguel García-Gómez, Salvador Tortajada, Margarida Julià-Sapé, 2009, IWANN.

Discovering Data Source Stability Patterns in Biomedical Repositories Based on Simplicial Projections from Probability Distribution Distances

Juan Miguel García-Gómez, Carlos Sáez, Pablo Ferri Borreda, 2017, 2017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS).

Mobile Clinical Decision Support Systems and Applications: A Literature and Commercial Review

Juan Miguel García-Gómez, Beatriz Sainz de Abajo, Montserrat Robles, 2013, Journal of Medical Systems.

Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning

Sabine Van Huffel, Alfons Juan-Císcar, Juan Miguel García-Gómez, 2007, IWANN.

BIOINFORMATICS APPLICATIONS NOTE Sequence analysis Manipulation of FASTQ data with Galaxy

Juan Miguel García-Gómez, Montserrat Robles, Ana Conesa, 2005 .

ONCOhabitats: A system for glioblastoma heterogeneity assessment through MRI

Juan Miguel García-Gómez, Elies Fuster-García, Javier Juan-Albarracín, 2019, Int. J. Medical Informatics.

Monitoring changes in daily actigraphy patterns of free-living patients

Juan Miguel García-Gómez, Adrián Bresó, Elies Fuster-García, 2013, IWBBIO.

Sparse Manifold Clustering and Embedding to discriminate gene expression profiles of glioblastoma and meningioma tumors

Juan Miguel García-Gómez, Emilio Soria-Olivas, Juan Gómez-Sanchís, 2013, Comput. Biol. Medicine.

HealthAgents: distributed multi-agent brain tumor diagnosis and prognosis

Sabine Van Huffel, Theodoros N. Arvanitis, Paul H. Lewis, 2009, Applied Intelligence.

Next Generation HPC Clouds: A View for Large-Scale Scientific and Data-Intensive Applications

Dana Petcu, Horacio González-Vélez, Bogdan Nicolae, 2014, Euro-Par Workshops.

An Online Platform for the Automatic Reporting of Multi-parametric Tissue Signatures: A Case Study in Glioblastoma

Juan Miguel García-Gómez, Elies Fuster-García, Javier Juan-Albarracín, 2016, BrainLes@MICCAI.

Creation of Creative Work Teams using Multi-Agent based Social Simulation

Juan Miguel García-Gómez, Adrián Bresó, Montserrat Robles, 2013, ICAART.

Design of one-year mortality forecast at hospital admission based: a machine learning approach

Juan Miguel García-Gómez, Salvador Tortajada, José-Miguel Benedí, 2019, ArXiv.

Modelling Two Emotion Regulation Strategies as Key Features of Therapeutic Empathy

Juan Miguel García-Gómez, Adrián Bresó, Juan Martínez-Miranda, 2014, Emotion Modeling.

Probabilistic change detection and visualization methods for the assessment of temporal stability in biomedical data quality

Juan Miguel García-Gómez, Montserrat Robles, Pedro Pereira Rodrigues, 2015, Data Mining and Knowledge Discovery.

Robust estimation of infant feeding indicators by data quality assessment of longitudinal electronic health records from birth up to 18 months of life

Carlos Sáez, Juan Miguel García-Gómez, Ricardo García-de-León-Chocano, 2021, Comput. Methods Programs Biomed..

Data Mining in Clinical Medicine

Juan Miguel García-Gómez, Carlos Fernandez-Llatas, J. M. García-Gómez, 2015, Methods in Molecular Biology.

Use Case II: Imaging Biomarkers and New Trends for Integrated Glioblastoma Management

Sabine Van Huffel, Juan Miguel García-Gómez, Elena De Angelis, 2017 .

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 databases (2001–2015)

Carlos Sáez, Juan Miguel García-Gómez, Dionisio Acosta, 2019, BMJ Open.

A Mobile Health Application to Predict Postpartum Depression Based on Machine Learning.

Juan Miguel García-Gómez, Salvador Tortajada, Santiago Jiménez-Serrano, 2015, Telemedicine journal and e-health : the official journal of the American Telemedicine Association.

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 databases (2001–2015)

Carlos Sáez, Juan Miguel García-Gómez, Dionisio Acosta, 2020, BMJ Open.

Actigraphy pattern analysis for outpatient monitoring.

Juan Miguel García-Gómez, Adrián Bresó, Elies Fuster-Garcia, 2015, Methods in molecular biology.

Sequence analysis Blast 2 GO : a universal tool for annotation , visualization and analysis in functional genomics research

Juan Miguel García-Gómez, Montserrat Robles, Ana Conesa, 2005 .

Automated Brain Tumor Biopsy Prediction Using Single-labeling cDNA Microarrays-based Gene Expression Profiling

Juan Miguel García-Gómez, Carles Arús, Montserrat Robles, 2009, Diagnostic molecular pathology : the American journal of surgical pathology, part B.

Knowledge-Based Personal Health System to empower outpatients of diabetes mellitus by means of P4 Medicine.

Carlos Sáez, Juan Miguel García-Gómez, Javier Vicente, 2015, Methods in molecular biology.