Carlos Sáez

33 papers B 3Misc 1Journal 24Unranked 5
YearRankTypeTitle / Venue / Authors
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
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
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 J jnl
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality.
npj Digit. Medicine
Griffin M. Weber, Chuan Hong, Zongqi Xia, Nicolas Paris, Miguel Pedrera-Jiménez, Ashley C. Pfaff, Emily R. Pfaff, Danielle Pillion, Sara Pizzimenti, Hans-Ulrich Prokosch, Robson A. Prudente, Andrea Prunotto, Víctor Quirós-González, Maryna Raskin, Siegbert Rieg, Gustavo Roig-Domínguez, Pablo Rojo, Paula Rubio-Mayo, Paolo Sacchi, Carlos Sáez, Elisa Salamanca, Malarkodi Jebathilagam Samayamuthu, L. Nelson Sanchez-Pinto, Arnaud Sandrin, Nandhini Santhanam, Janaina C. C. Santos, Fernando J. Sanz Vidorreta, Maria Savino, Jürgen Schüttler, Luigia Scudeller, Neil J. Sebire, Pablo Serrano-Balazote, Patricia Serre, Arnaud Serret-Larmande, Mohsin Shah, Zahra Shakeri Hossein Abad, Domenick Silvio, Piotr Sliz, Jiyeon Son, Charles Sonday, Andrew M. South, Francesca Sperotto, Zachary H. Strasser, Bryce W. Q. Tan, Suzana E. Tanni, Deanne M. Taylor, Ana I. Terriza-Torres, Patric Tippmann, Emma M. S. Toh, Yi-Ju Tseng, Andrew K. Vallejos, Gaël Varoquaux, Margaret E. Vella, Guillaume Verdy, Jill-Jênn Vie, Michele Vitacca, Kavishwar B. Wagholikar, Lemuel R. Waitman, Demian Wassermann, Martin Wolkewitz, Scott Wong, Xin Xiong, Ye Ye, Nadir Yehya, William Yuan, Alberto Zambelli, Harrison G. Zhang, Daniela Zöller, Valentina Zuccaro, Chiara Zucco
2022 J jnl
Multi-PheWAS intersection approach to identify sex differences across comorbidities in 59 140 pediatric patients with autism spectrum disorder.
J. Am. Medical Informatics Assoc.
Alba Gutiérrez-Sacristán, Carlos Sáez, Carlos De Niz, Niloofar Jalali, Thomas N. Desain, Ranjay Kumar, Joany M. Zachariasse, Kathe P. Fox, Nathan P. Palmer, Isaac S. Kohane, Paul Avillach
2022 J jnl
Multisource and temporal variability in Portuguese hospital administrative datasets: Data quality implications.
J. Biomed. Informatics
Júlio Souza, Ismael Caballero, João Vasco Santos, Mariana Lobo, Andreia Pinto, João Viana, Carlos Sáez, Fernando Lopes, Alberto Freitas
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 — conf
Measuring Variability in Acute Myocardial Infarction Coding Using a Statistical Process Control and Probabilistic Temporal Data Quality Control Approaches.
WorldCIST (2)
Júlio Souza, Ismael Caballero, João Vasco Santos, M. F. Lobo, Andreia Pinto, João Viana, Carlos Sáez, Alberto Freitas
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
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.
Ricardo García-de-León-Chocano, Carlos Sáez, Verónica Muñoz-Soler, Antonio Oliver-Roig, Ricardo García-de-León-González, Juan Miguel 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
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
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
2018 J jnl
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
Carlos Sáez, Juan Miguel García-Gómez
2017 B conf
Discovering Data Source Stability Patterns in Biomedical Repositories Based on Simplicial Projections from Probability Distribution Distances.
CBMS
Pablo Ferri Borreda, Carlos Sáez, Juan Miguel García-Gómez
2016 J jnl
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.
Carlos Sáez, Oscar Zurriaga, Jordi Pérez-Panadés, Inma Melchor, Montserrat Robles, Juan Miguel García-Gómez
2016 J jnl
Construction of quality-assured infant feeding process of care data repositories: Construction of the perinatal repository (Part 2).
Comput. Biol. Medicine
Ricardo García-de-León-Chocano, Verónica Muñoz-Soler, Carlos Sáez, Ricardo García-de-León-González, Juan Miguel García-Gómez
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
2015 J jnl
Probabilistic change detection and visualization methods for the assessment of temporal stability in biomedical data quality.
Data Min. Knowl. Discov.
Carlos Sáez, Pedro Pereira Rodrigues, João Gama, Montserrat Robles, Juan Miguel García-Gómez
2014 J jnl
Randomized pilot study and qualitative evaluation of a clinical decision support system for brain tumour diagnosis based on SV
Comput. Biol. Medicine
Carlos Sáez, Luis Martí-Bonmatí, Angel Alberich-Bayarri, Montserrat Robles, Juan Miguel García-Gómez
2013 J jnl
An HL7-CDA wrapper for facilitating semantic interoperability to rule-based Clinical Decision Support Systems.
Comput. Methods Programs Biomed.
Carlos Sáez, Adrián Bresó, Javier Vicente, Montserrat Robles, Juan Miguel García-Gómez
2013 — conf
Comparative study of probability distribution distances to define a metric for the stability of multi-source biomedical research data.
EMBC
Carlos Sáez, Montserrat Robles, Juan Miguel García-Gómez
2011 J jnl
A generic and extensible automatic classification framework applied to brain tumour diagnosis in HealthAgents.
Knowl. Eng. Rev.
Carlos Sáez, Juan Miguel García-Gómez, Javier Vicente, Salvador Tortajada, Jan Luts, David Dupplaw, Sabine Van Huffel, Montserrat Robles
2011 J jnl
The HealthAgents ontology: knowledge representation in a distributed decision support system for brain tumours.
Knowl. Eng. Rev.
Bo Hu, Madalina Croitoru, Roman Roset, David Dupplaw, Miguel Lurgi, Srinandan Dasmahapatra, Paul H. Lewis, Juan Martínez-Miranda, Carlos Sáez
2008 B conf
A Security Model and its Application to a Distributed Decision Support System for Healthcare.
ARES
Liang Xiao, Javier Vicente, Carlos Sáez, Andrew Peet, Alex Gibb, Paul H. Lewis, Srinandan Dasmahapatra, Madalina Croitoru, Horacio González-Vélez, Magí Lluch i Ariet, David Dupplaw
2007 — conf
An Adaptive Security Model for Multi-agent Systems and Application to a Clinical Trials Environment.
COMPSAC (2)
Liang Xiao, Andrew Peet, Paul H. Lewis, Srinandan Dashmapatra, Carlos Sáez, Madalina Croitoru, Javier Vicente, Horacio González-Vélez, Magí Lluch i Ariet
2007 B conf
Conceptual Graphs Based Information Retrieval in HealthAgents.
CBMS
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
2007 Misc conf
Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning.
IWANN
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