Juan M. García-Gómez

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 20

Top Topics

Finite Mixture Models

Clinical Decision Support

Top Venues

Comput. Methods Programs Biomed.

Health Informatics J.

Publications

Pablo Ferri, Vincenzo Lomonaco, Lucia C. Passaro, Antonio Felix de Castro, Purificación Sánchez-Cuesta, Carlos Sáez, Juan M. García-Gómez
Deep continual learning for medical call incidents text classification under the presence of dataset shifts. Comput. Biol. Medicine 175 (2024)
Sabina Asensio-Cuesta, Angel Sánchez-García, Teresa Soria Comes, Inmaculada Maestu, Maria Martín Ureste, J. Alberto Conejero, Juan M. García-Gómez
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. 40 (3) (2024)
Juan M. García-Gómez, Vicent Blanes-Selva, José Carlos de Bartolomé Cenzano, Jaime Cebolla-Cornejo, Ascensión Doñate-Martínez
Functional requirements to mitigate the Risk of Harm to Patients from Artificial Intelligence in Healthcare. CoRR (2023)
Pablo Ferri Borreda, Nekane Romero-Garcia, Rafael Badenes, David Lora-Pablos, Teresa García Morales, Agustín Gómez De La Camara, Juan M. García-Gómez, Carlos Sáez
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. 242 (2023)
Vicent Blanes-Selva, Ascensión Doñate-Martínez, Gordon Linklater, Juan M. García-Gómez
Complementary frailty and mortality prediction models on older patients as a tool for assessing palliative care needs. Health Informatics J. 28 (2) (2022)
Pablo Ferri Borreda, Carlos Sáez, Antonio Felix de Castro, Purificación Sánchez-Cuesta, Juan M. García-Gómez
Discovering Key Topics in Emergency Medical Dispatch from Free Text Dispatcher Observations. MIE (2022)
Marta Durá, Angel Sánchez-García, Carlos Sáez, Fátima Leal, Adriana E. Chis, Horacio González-Vélez, Juan M. García-Gómez
Towards a Computational Approach for the Assessment of Compliance of ALCOA+ Principles in Pharma Industry. MIE (2022)
Pablo Ferri Borreda, Carlos Sáez, Antonio Felix de Castro, Javier Juan-Albarracín, Vicent Blanes-Selva, Purificación Sánchez-Cuesta, Juan M. García-Gómez
Deep ensemble multitask classification of emergency medical call incidents combining multimodal data improves emergency medical dispatch. Artif. Intell. Medicine 117 (2021)
Javier Juan-Albarracín, Elies Fuster-García, Alfons Juan, Juan M. García-Gómez
Non-local spatially varying finite mixture models for image segmentation. Stat. Comput. 31 (1) (2021)
Carlos Sáez, Nekane Romero, J. Alberto Conejero, Juan M. García-Gómez
Potential limitations in COVID-19 machine learning due to data source variability: A case study in the nCov2019 dataset. J. Am. Medical Informatics Assoc. 28 (2) (2021)
Fátima Leal, Adriana E. Chis, Simon Caton, Horacio González-Vélez, Juan M. García-Gómez, Marta Durá, Angel Sánchez-García, Carlos Sáez, Anthony Karageorgos, Vassilis C. Gerogiannis, Apostolos Xenakis, Efthymios Lallas, Theodoros Ntounas, Eleni Vasileiou, Georgios Mountzouris, Barbara Otti, Penelope Pucci, Rossano Papini, David Cerrai, Mariola Mier
Smart Pharmaceutical Manufacturing: Ensuring End-to-End Traceability and Data Integrity in Medicine Production. Big Data Res. 24 (2021)
Lucia A. Carrasco-Ribelles, Jose Ramón Pardo-Mas, Salvador Tortajada, Carlos Sáez, Bernardo Valdivieso, Juan M. García-Gómez
Predicting morbidity by local similarities in multi-scale patient trajectories. J. Biomed. Informatics 120 (2021)
Vicent Blanes-Selva, Vicente Ruiz-García, Salvador Tortajada, José-Miguel Benedí, Bernardo Valdivieso, Juan M. García-Gómez
Design of 1-year mortality forecast at hospital admission: A machine learning approach. Health Informatics J. 27 (1) (2021)
Juan M. García-Gómez
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)
Argyro Mavrogiorgou, Athanasios Kiourtis, Ilias Maglogiannis, Dimosthenis Kyriazis, Antonio De Nigro, Vicent Blanes-Selva, Juan M. García-Gómez, Andreas Menychtas, Maroje Soric, Gregor Jurak, Mitja Lustrek, Anton Gradisek, Thanos Kosmidis, Sokratis Nifakos, Konstantinos Perakis, Dimitrios Miltiadou, Parisis Gallos
CrowdHEALTH: An e-Health Big Data Driven Platform towards Public Health Policies. ICT4AWE (2020)
Vicent Blanes-Selva, Salvador Tortajada, Ruth Vilar, Bernardo Valdivieso, Juan M. García-Gómez
Machine Learning-Based Identification of Obesity from Positive and Unlabelled Electronic Health Records. MIE (2020)
Javier Juan-Albarracín, Elies Fuster-García, María del Mar Álvarez-Torres, Eduard Chelebian, Juan M. García-Gómez
ONCOhabitats Glioma Segmentation Model. BrainLes@MICCAI (1) (2019)
Carlos Sáez, Siaw-Teng Liaw, Eizen Kimura, Pascal Coorevits, Juan M. García-Gómez
Guest editorial: Special issue in biomedical data quality assessment methods. Comput. Methods Programs Biomed. 181 (2019)
Francisco Javier Pérez-Benito, Patricia Villacampa-Fernández, J. Alberto Conejero, Juan M. García-Gómez, Esperanza Navarro-Pardo
A happiness degree predictor using the conceptual data structure for deep learning architectures. Comput. Methods Programs Biomed. 168 (2019)
Miguel Enrique Iglesias Martínez, Juan M. García-Gómez, Carlos Sáez, Pedro Fernández de Córdoba, J. Alberto Conejero
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 18 (12) (2018)
Ricardo Garcí, Carlos Sáez, Verónica Muñoz-Soler, Ricardo García-de-León-González, Juan M. García-Gómez
Construction of quality-assured infant feeding process of care data repositories: definition and design (Part 1). Comput. Biol. Medicine 67 (2015)