Juan Miguel García-Gómez
Orcid: 0000-0002-3851-1557Affiliations:
- Universitat Politècnica de València (UPV), Camino de Vera, Spain
According to our database1,
Juan Miguel García-Gómez
authored at least 60 papers
between 2004 and 2024.
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Bibliography
2024
Testing Lung Cancer Patients' and Oncologists' Experience with the Lalaby App for Monitoring the Quality of Life through Mobile Sensors and Integrated Questionnaires.
Int. J. Hum. Comput. Interact., February, 2024
2023
Extremely missing numerical data in Electronic Health Records for machine learning can be managed through simple imputation methods considering informative missingness: A comparative of solutions in a COVID-19 mortality case study.
Comput. Methods Programs Biomed., December, 2023
Functional requirements to mitigate the Risk of Harm to Patients from Artificial Intelligence in Healthcare.
CoRR, 2023
2022
Complementary frailty and mortality prediction models on older patients as a tool for assessing palliative care needs.
Health Informatics J., 2022
Towards a Computational Approach for the Assessment of Compliance of ALCOA+ Principles in Pharma Industry.
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022
Discovering Key Topics in Emergency Medical Dispatch from Free Text Dispatcher Observations.
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022
2021
Stat. Comput., 2021
J. Biomed. Informatics, 2021
Potential limitations in COVID-19 machine learning due to data source variability: A case study in the nCov2019 dataset.
J. Am. Medical Informatics Assoc., 2021
Design of 1-year mortality forecast at hospital admission: A machine learning approach.
Health Informatics J., 2021
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., 2021
Smart Pharmaceutical Manufacturing: Ensuring End-to-End Traceability and Data Integrity in Medicine Production.
Big Data Res., 2021
Deep ensemble multitask classification of emergency medical call incidents combining multimodal data improves emergency medical dispatch.
Artif. Intell. Medicine, 2021
2020
Basic principles and concept design of a real-time clinical decision support system for autonomous medical care on missions to Mars based on adaptive deep learning.
CoRR, 2020
Machine Learning-Based Identification of Obesity from Positive and Unlabelled Electronic Health Records.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
Proceedings of the 6th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2020
2019
Int. J. Medical Informatics, 2019
Design of one-year mortality forecast at hospital admission based: a machine learning approach.
CoRR, 2019
Comput. Methods Programs Biomed., 2019
A happiness degree predictor using the conceptual data structure for deep learning architectures.
Comput. Methods Programs Biomed., 2019
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019
2018
Feature Extraction and Similarity of Movement Detection during Sleep, Based on Higher Order Spectra and Entropy of the Actigraphy Signal: Results of the Hispanic Community Health Study/Study of Latinos.
Sensors, 2018
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, 2018
2017
Discovering Data Source Stability Patterns in Biomedical Repositories Based on Simplicial Projections from Probability Distribution Distances.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
2016
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., 2016
A novel approach to improve the planning of adaptive and interactive sessions for the treatment of Major Depression.
Int. J. Hum. Comput. Stud., 2016
Usability and acceptability assessment of an empathic virtual agent to prevent major depression.
Expert Syst. J. Knowl. Eng., 2016
Construction of quality-assured infant feeding process of care data repositories: Construction of the perinatal repository (Part 2).
Comput. Biol. Medicine, 2016
GBM Modeling with Proliferation and Migration Phenotypes: A Proposal of Initialization for Real Cases.
Proceedings of the Simulation and Synthesis in Medical Imaging, 2016
An Online Platform for the Automatic Reporting of Multi-parametric Tissue Signatures: A Case Study in Glioblastoma.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016
2015
Probabilistic change detection and visualization methods for the assessment of temporal stability in biomedical data quality.
Data Min. Knowl. Discov., 2015
Construction of quality-assured infant feeding process of care data repositories: definition and design (Part 1).
Comput. Biol. Medicine, 2015
2014
Proceedings of the Emotion Modeling, 2014
Mobile Clinical Decision Support Systems and Applications: A Literature and Commercial Review.
J. Medical Syst., 2014
Analysis of mobile health applications for a broad spectrum of consumers: A user experience approach.
Health Informatics J., 2014
Randomized pilot study and qualitative evaluation of a clinical decision support system for brain tumour diagnosis based on SV <sup>1</sup>H MRS: Evaluation as an additional information procedure for novice radiologists.
Comput. Biol. Medicine, 2014
Proceedings of the Intelligent Virtual Agents - 14th International Conference, 2014
Next Generation HPC Clouds: A View for Large-Scale Scientific and Data-Intensive Applications.
Proceedings of the Euro-Par 2014: Parallel Processing Workshops, 2014
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014
2013
Process Mining for Individualized Behavior Modeling Using Wireless Tracking in Nursing Homes.
Sensors, 2013
An HL7-CDA wrapper for facilitating semantic interoperability to rule-based Clinical Decision Support Systems.
Comput. Methods Programs Biomed., 2013
Sparse Manifold Clustering and Embedding to discriminate gene expression profiles of glioblastoma and meningioma tumors.
Comput. Biol. Medicine, 2013
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013
Creation of Creative Work Teams using Multi-Agent based Social Simulation.
Proceedings of the ICAART 2013, 2013
Comparative study of probability distribution distances to define a metric for the stability of multi-source biomedical research data.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012
Modelling Therapeutic Empathy in a Virtual Agent to Support the Remote Treatment of Major Depression.
Proceedings of the ICAART 2012 - Proceedings of the 4th International Conference on Agents and Artificial Intelligence, Volume 2, 2012
2011
A generic and extensible automatic classification framework applied to brain tumour diagnosis in HealthAgents.
Knowl. Eng. Rev., 2011
Incremental Gaussian Discriminant Analysis based on Graybill and Deal weighted combination of estimators for brain tumour diagnosis.
J. Biomed. Informatics, 2011
Behaviour patterns detection for persuasive design in Nursing Homes to help dementia patients.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2009
Appl. Intell., 2009
Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009
2007
Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning.
Proceedings of the Computational and Ambient Intelligence, 2007
Modelling of Magnetic Resonance Spectra Using Mixtures for Binned and Truncated Data.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007
2005
Corpus based learning of stochastic, context-free grammars combined with Hidden Markov Models for tRNA modelling.
Int. J. Bioinform. Res. Appl., 2005
Blast2GO: a universal tool for annotation, visualization and analysis in functional genomics research.
Bioinform., 2005
2004
Blast2GO: A Universal Annotation and Visualization Tool for Functional Genomics Research.
Proceedings of the 5th Annual Spanish Bioinformatics Conference, Barcelona, Catalonia, 2004
Proceedings of the Biological and Medical Data Analysis, 5th International Symposium, 2004