Carlos Sáez
Orcid: 0000-0003-2678-8249
According to our database1,
Carlos Sáez
authored at least 30 papers
between 2006 and 2023.
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Bibliography
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
2022
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality.
npj Digit. Medicine, 2022
Multisource and temporal variability in Portuguese hospital administrative datasets: Data quality implications.
J. Biomed. Informatics, 2022
Multi-PheWAS intersection approach to identify sex differences across comorbidities in 59 140 pediatric patients with autism spectrum disorder.
J. Am. Medical Informatics Assoc., 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
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
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
Measuring Variability in Acute Myocardial Infarction Coding Using a Statistical Process Control and Probabilistic Temporal Data Quality Control Approaches.
Proceedings of the Trends and Applications in Information Systems and Technologies, 2021
2019
Comput. Methods Programs Biomed., 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
Construction of quality-assured infant feeding process of care data repositories: Construction of the perinatal repository (Part 2).
Comput. Biol. Medicine, 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
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
2013
An HL7-CDA wrapper for facilitating semantic interoperability to rule-based Clinical Decision Support Systems.
Comput. Methods Programs Biomed., 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
2011
A generic and extensible automatic classification framework applied to brain tumour diagnosis in HealthAgents.
Knowl. Eng. Rev., 2011
The HealthAgents ontology: knowledge representation in a distributed decision support system for brain tumours.
Knowl. Eng. Rev., 2011
2008
A Security Model and its Application to a Distributed Decision Support System for Healthcare.
Proceedings of the The Third International Conference on Availability, 2008
2007
Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning.
Proceedings of the Computational and Ambient Intelligence, 2007
An Adaptive Security Model for Multi-agent Systems and Application to a Clinical Trials Environment.
Proceedings of the 31st Annual International Computer Software and Applications Conference, 2007
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007
2006
Improving Channel Estimation for Software Radios.
Proceedings of the Sixth IASTED International Multi-Conference on Wireless and Optical Communications: Conference on Communication Systems and Applications, 2006