Juan M. García-Gómez

27 papers C 1Journal 21Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An AI-based microsimulation for predicting health outcomes among people experiencing homelessness. Comput. Methods Programs Biomed. Antonio Blasco-Calafat, Vicent Blanes-Selva, Ascensión Doñate-Martínez, Tobias Fragner, Tamara Alhambra-Borrás, Julia Gawronska, Maria Moudatsou, Ioanna Tabaki, Katerina Belogianni, Pania Karnaki, Miguel Rico Varadé, Rosa Gómez Trenado, Jaime Barrio-Cortes, Lee Smith, Alejandro Gil-Salmeron, Igor Grabovac, Juan M. García-Gómez
2026	J	`jnl`	Deep continual multitask out-of-hospital incident severity assessment from changing clinical features. Health Inf. Sci. Syst. Pablo Ferri, Carlos Sáez, Antonio Felix de Castro, Purificación Sánchez-Cuesta, Juan M. García-Gómez
2025	J	`jnl`	An end-to-end solution for out-of-hospital emergency medical dispatch triage based on multimodal and continual deep learning. Artif. Intell. Medicine Pablo Ferri, Carlos Sáez, Antonio Felix de Castro, Purificación Sánchez-Cuesta, Juan M. García-Gómez
2025	J	`jnl`	Towards proactive self-adaptive AI for non-stationary environments with dataset shifts. CoRR David Fernández Narro, Pablo Ferri, Juan M. García-Gómez, Carlos Sáez
2024	J	`jnl`	Deep continual learning for medical call incidents text classification under the presence of dataset shifts. Comput. Biol. Medicine Pablo Ferri, Vincenzo Lomonaco, Lucia C. Passaro, Antonio Felix de Castro, Purificación Sánchez-Cuesta, Carlos Sáez, Juan M. García-Gómez
2024	J	`jnl`	Exploring the Trade-Off between generalist and specialized Models: A center-based comparative analysis for glioblastoma segmentation. Int. J. Medical Informatics F. Javier Gil-Terrón, Pablo Ferri, Víctor Montosa-i-Micó, María Gómez Mahiques, Carles Lopez-Mateu, Pau Martí, Juan M. García-Gómez, Elies Fuster-García
2024	—	`conf`	Proposing an AI Passport as a Mitigating Action of Risk Associated to Artificial Intelligence in Healthcare. MIE Juan M. García-Gómez, Vicent Blanes-Selva, Ascensión Doñate-Martínez
2024	J	`jnl`	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. Sabina Asensio-Cuesta, Angel Sánchez-García, Teresa Soria Comes, Inmaculada Maestu, Maria Martín Ureste, J. Alberto Conejero, Juan M. García-Gómez
2023	J	`jnl`	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. 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
2023	J	`jnl`	Functional requirements to mitigate the Risk of Harm to Patients from Artificial Intelligence in Healthcare. CoRR Juan M. García-Gómez, Vicent Blanes-Selva, José Carlos de Bartolomé Cenzano, Jaime Cebolla-Cornejo, Ascensión Doñate-Martínez
2022	J	`jnl`	Complementary frailty and mortality prediction models on older patients as a tool for assessing palliative care needs. Health Informatics J. Vicent Blanes-Selva, Ascensión Doñate-Martínez, Gordon Linklater, Juan M. García-Gómez
2022	—	`conf`	Discovering Key Topics in Emergency Medical Dispatch from Free Text Dispatcher Observations. MIE Pablo Ferri Borreda, Carlos Sáez, Antonio Felix de Castro, Purificación Sánchez-Cuesta, Juan M. García-Gómez
2022	—	`conf`	Towards a Computational Approach for the Assessment of Compliance of ALCOA+ Principles in Pharma Industry. MIE Marta Durá, Angel Sánchez-García, Carlos Sáez, Fátima Leal, Adriana E. Chis, Horacio González-Vélez, Juan M. García-Gómez
2021	J	`jnl`	Deep ensemble multitask classification of emergency medical call incidents combining multimodal data improves emergency medical dispatch. Artif. Intell. Medicine Pablo Ferri Borreda, Carlos Sáez, Antonio Felix de Castro, Javier Juan-Albarracín, Vicent Blanes-Selva, Purificación Sánchez-Cuesta, Juan M. García-Gómez
2021	J	`jnl`	Design of 1-year mortality forecast at hospital admission: A machine learning approach. Health Informatics J. Vicent Blanes-Selva, Vicente Ruiz-García, Salvador Tortajada, José-Miguel Benedí, Bernardo Valdivieso, Juan M. García-Gómez
2021	J	`jnl`	Non-local spatially varying finite mixture models for image segmentation. Stat. Comput. Javier Juan-Albarracín, Elies Fuster-García, Alfons Juan, Juan M. García-Gómez
2021	J	`jnl`	Potential limitations in COVID-19 machine learning due to data source variability: A case study in the nCov2019 dataset. J. Am. Medical Informatics Assoc. Carlos Sáez, Nekane Romero, J. Alberto Conejero, Juan M. García-Gómez
2021	J	`jnl`	Predicting morbidity by local similarities in multi-scale patient trajectories. J. Biomed. Informatics Lucia A. Carrasco-Ribelles, Jose Ramón Pardo-Mas, Salvador Tortajada, Carlos Sáez, Bernardo Valdivieso, Juan M. García-Gómez
2021	J	`jnl`	Smart Pharmaceutical Manufacturing: Ensuring End-to-End Traceability and Data Integrity in Medicine Production. Big Data Res. 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 N. Lallas, Theodoros Ntounas, Eleni Vasileiou, Georgios Mountzouris, Barbara Otti, Penelope Pucci, Rossano Papini, David Cerrai, Mariola Mier
2020	J	`jnl`	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 Juan M. García-Gómez
2020	C	`conf`	CrowdHEALTH: An e-Health Big Data Driven Platform towards Public Health Policies. ICT4AWE 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
2020	—	`conf`	Machine Learning-Based Identification of Obesity from Positive and Unlabelled Electronic Health Records. MIE Vicent Blanes-Selva, Salvador Tortajada, Ruth Vilar, Bernardo Valdivieso, Juan M. García-Gómez
2019	J	`jnl`	A happiness degree predictor using the conceptual data structure for deep learning architectures. Comput. Methods Programs Biomed. Francisco Javier Pérez-Benito, Patricia Villacampa-Fernández, J. Alberto Conejero, Juan M. García-Gómez, Esperanza Navarro-Pardo
2019	J	`jnl`	Guest editorial: Special issue in biomedical data quality assessment methods. Comput. Methods Programs Biomed. Carlos Sáez, Siaw-Teng Liaw, Eizen Kimura, Pascal Coorevits, Juan M. García-Gómez
2019	—	`conf`	ONCOhabitats Glioma Segmentation Model. BrainLes@MICCAI (1) Javier Juan-Albarracín, Elies Fuster-García, María del Mar Álvarez-Torres, Eduard Chelebian, Juan M. García-Gómez
2018	J	`jnl`	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 Miguel Enrique Iglesias Martínez, Juan M. García-Gómez, Carlos Sáez, Pedro Fernández de Córdoba, J. Alberto Conejero
2015	J	`jnl`	Construction of quality-assured infant feeding process of care data repositories: definition and design (Part 1). Comput. Biol. Medicine Ricardo Garcí, Carlos Sáez, Verónica Muñoz-Soler, Ricardo García-de-León-González, Juan M. García-Gómez