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Employment (3)

Universitat Politècnica de València: Valencia, Valencia, ES

2023-12 to present | Associate Professor (Department of Applied Physics)
Employment
Source: Self-asserted source
Carlos Sáez

Universitat Politècnica de València: València, Valencia, ES

2006-09 to present (Biomedical Data Science Lab, Institute of Information and Communication Technologies (ITACA))
Employment
Source: Self-asserted source
Carlos Sáez

Universitat Politècnica de València: València, Valencia, ES

2022-09 to 2023-11 | Assistant Professor (Department of Applied Physics)
Employment
Source: Self-asserted source
Carlos Sáez

Education and qualifications (2)

Universitat Politècnica de València: Valencia, Valenciana, ES

2016-01-25 | PhD in Health and Wellbeing Technologies
Education
Source: Self-asserted source
Carlos Sáez

Universitat Politècnica de València: Valencia, Valenciana, ES

2009 | MsC in Artificial Intelligence, Pattern Recognition and Digital Imaging (Departamento de Sistemas Informáticos y Computación)
Education
Source: Self-asserted source
Carlos Sáez

Professional activities (2)

Harvard Medical School: Boston, MA, US

2018-04-16 to 2018-08-17 | Visiting research fellow (Department of Biomedical Informatics)
Invited position
Source: Self-asserted source
Carlos Sáez

Centro de Investigação em Tecnologias e Serviços de Saúde: Porto, Porto, PT

2013-09-16 to 2013-12-23 | Visiting research fellow
Invited position
Source: Self-asserted source
Carlos Sáez

Works (50 of 72)

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Page 1 of 2

A Development Framework for Trustworthy Artificial Intelligence in Health with Example Code Pipelines

2024-07-17 | Preprint
Contributors: Carlos de-Manuel-Vicente; David Fernández-Narro; Vicent Blanes-Selva; Juan M García-Gómez; Carlos Sáez
Source: check_circle
Crossref

Development and initial validation of a data quality evaluation tool in obstetrics real-world data through HL7-FHIR interoperable Bayesian networks and expert rules

JAMIA Open
2024-07-01 | Journal article
Contributors: João Coutinho-Almeida; Carlos Saez; Ricardo Correia; Pedro Pereira Rodrigues
Source: check_circle
Crossref

Deep continual learning for medical call incidents text classification under the presence of dataset shifts

Computers in Biology and Medicine
2024-06 | Journal article
Contributors: Pablo Ferri; Vincenzo Lomonaco; Lucia C. Passaro; Antonio Félix-De Castro; Purificación Sánchez-Cuesta; Carlos Sáez; Juan M. García-Gómez
Source: check_circle
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Resilient Artificial Intelligence in Health: Synthesis and Research Agenda Toward Next-Generation Trustworthy Clinical Decision Support

Journal of Medical Internet Research
2024-06-28 | Journal article
Contributors: Carlos Sáez; Pablo Ferri; Juan M García-Gómez
Source: check_circle
Crossref

Deep continual multitask out-of-hospital incident severity assessment from changing clinical features

2024-02-22 | Preprint
Contributors: Pablo Ferri; Carlos Sáez; Antonio Félix-De Castro; Purificación Sánchez-Cuesta; Juan M García-Gómez
Source: check_circle
Crossref

42nd International Symposium on Intensive Care & Emergency Medicine Abstracts

Critical Care
2023 | Journal article
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Web of Science Researcher Profile Sync

Blockchain for Data Originality in Pharma Manufacturing

Journal of Pharmaceutical Innovation
2023-12 | Journal article
Contributors: Marta Durá; Fátima Leal; Ángel Sánchez-García; Carlos Sáez; Juan M. García-Gómez; Adriana E. Chis; Horacio González-Vélez
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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

Computer Methods and Programs in Biomedicine
2023-12 | Journal article
Contributors: Pablo Ferri; Nekane Romero-Garcia; Rafael Badenes; David Lora-Pablos; Teresa García Morales; Agustín Gómez de la Cámara; Juan M. García-Gómez; Carlos Sáez
Source: check_circle
Crossref

Clinical phenotypes and outcomes in children with multisystem inflammatory syndrome across SARS-CoV-2 variant eras: a multinational study from the 4CE consortium

eClinicalMedicine
2023-10 | Journal article
Part of ISSN: 2589-5370
Contributors: Francesca Sperotto MD, PhD; Alba Gutiérrez-Sacristán; Simran Makwana; Xiudi Li; Valerie N. Rofeberg; Tianxi Cai; Florence T. Bourgeois; Gilbert S. Omenn; David A. Hanauer; Carlos Sáez et al.
Source: Self-asserted source
Carlos Sáez

Resilient Artificial Intelligence in Health: Synthesis and Research Agenda Toward Next-Generation Trustworthy Clinical Decision Support (Preprint)

2023-06-26 | Preprint
Contributors: Carlos Sáez; Pablo Ferri; Juan M García-Gómez
Source: check_circle
Crossref

Multisource and temporal variability in Portuguese hospital administrative datasets: Data quality implications

Journal of Biomedical Informatics
2022-12 | Journal article
Part of ISSN: 1532-0464
Contributors: Júlio Souza; Ismael Caballero; João Vasco Santos; Mariana Lobo; Andreia Pinto; João Viana; Carlos Sáez; Fernando Lopes; Alberto Freitas
Source: Self-asserted source
Carlos Sáez
grade
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Hospitalizations Associated With Mental Health Conditions Among Adolescents in the US and France During the COVID-19 Pandemic

JAMA Network Open
2022-12-13 | Journal article
Part of ISSN: 2574-3805
Contributors: Alba Gutiérrez-Sacristán; Arnaud Serret-Larmande; Meghan R. Hutch; Carlos Sáez; Bruce J. Aronow; Surbhi Bhatnagar; Clara-Lea Bonzel; Tianxi Cai; Batsal Devkota; David A. Hanauer et al.
Source: Self-asserted source
Carlos Sáez
grade
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Discovering Key Topics in Emergency Medical Dispatch from Free Text Dispatcher Observations

Studies in Health Technology and Informatics
2022-05-25 | Book chapter
Part of ISSN: 0926-9630
Part of ISSN: 1879-8365
Contributors: Pablo Ferri; Carlos Sáez; Antonio Félix-De Castro; Purificación Sánchez-Cuesta; Juan M. García-Gómez
Source: Self-asserted source
Carlos Sáez
grade
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Towards a Computational Approach for the Assessment of Compliance of ALCOA+ Principles in Pharma Industry

Studies in Health Technology and Informatics
2022-05-25 | Book chapter
Part of ISSN: 0926-9630
Part of ISSN: 1879-8365
Contributors: Marta Durá; Ángel Sánchez-García; Carlos Sáez; Fátima Leal; Adriana E. Chis; Horacio González-Vélez; Juan M. García-Gómez
Source: Self-asserted source
Carlos Sáez
grade
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Machine learning uncovers blood test patterns subphenotypes at hospital admission discerning increased 30-day ICU mortality rates in COVID-19 elderly patients

2022-05-10 | Preprint
Contributors: Lexin Zhou; Nekane Romero-García; Rafael Badenes; Teresa García Morales; David Lora; Agustín Gómez de la Cámara; Francisco T García Ruiz; Juan M García-Gómez; Carlos Sáez
Source: check_circle
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Subphenotyping of Mexican Patients With COVID-19 at Preadmission To Anticipate Severity Stratification: Age-Sex Unbiased Meta-Clustering Technique

JMIR Public Health and Surveillance
2022-03-30 | Journal article
Contributors: Lexin Zhou; Nekane Romero-García; Juan Martínez-Miranda; J Alberto Conejero; Juan M García-Gómez; Carlos Sáez
Source: check_circle
Crossref

Multi-PheWAS intersection approach to identify sex differences across comorbidities in 59 140 pediatric patients with autism spectrum disorder

Journal of the American Medical Informatics Association
2022-01-12 | Journal article
Contributors: Alba Gutiérrez-Sacristán; Carlos Sáez; Carlos De Niz; Niloofar Jalali; Thomas N DeSain; Ranjay Kumar; Joany M Zachariasse; Kathe P Fox; Nathan Palmer; Isaac Kohane et al.
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Crossref

Measuring Variability in Acute Myocardial Infarction Coding Using a Statistical Process Control and Probabilistic Temporal Data Quality Control Approaches

2021 | Book chapter
Contributors: J. Souza; I. Caballero; J. V. Santos; M. F. Lobo; A. Pinto; J. Viana; C. Saez; A. Freitas
Source: check_circle
Crossref

Predicting morbidity by local similarities in multi-scale patient trajectories

Journal of Biomedical Informatics
2021 | Journal article
Contributors: Carrasco-Ribelles, Lucia A.; Pardo-Mas, Jose Ramon; Tortajada, Salvador; Saez, Carlos; Valdivieso, Bernardo; Garcia-Gomez, Juan M.
Source: check_circle
Web of Science Researcher Profile Sync

Smart Pharmaceutical Manufacturing: Ensuring End-to-End Traceability and Data Integrity in Medicine Production

Big Data Research
2021 | Journal article
Contributors: Leal, Fatima; Chis, Adriana E.; Caton, Simon; Gonzalez-Velez, Horacio; Garcia-Gomez, Juan M.; Dura, Marta; Sanchez-Garcia, Angel; Saez, Carlos; Karageorgos, Anthony; Gerogiannis, Vassilis C. et al.
Source: check_circle
Web of Science Researcher Profile Sync

Robust estimation of infant feeding indicators by data quality assessment of longitudinal electronic health records from birth up to 18 months of life

Computer Methods and Programs in Biomedicine
2021-08 | Journal article
Part of ISSN: 0169-2607
Source: Self-asserted source
Carlos Sáez

Quality of Hospital Electronic Health Record (EHR) Data Based on the International Consortium for Health Outcomes Measurement (ICHOM) in Heart Failure: Pilot Data Quality Assessment Study

JMIR Medical Informatics
2021-08-04 | Journal article
Contributors: Hannelore Aerts; Dipak Kalra; Carlos Sáez; Juan Manuel Ramírez-Anguita; Miguel-Angel Mayer; Juan M Garcia-Gomez; Marta Durà-Hernández; Geert Thienpont; Pascal Coorevits
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Deep ensemble multitask classification of emergency medical call incidents combining multimodal data improves emergency medical dispatch

Artificial Intelligence in Medicine
2021-05 | Journal article
Part of ISSN: 0933-3657
Source: Self-asserted source
Carlos Sáez

Subphenotyping of Mexican Patients With COVID-19 at Preadmission To Anticipate Severity Stratification: Age-Sex Unbiased Meta-Clustering Technique (Preprint)

2021-04-29 | Preprint
Contributors: Lexin Zhou; Nekane Romero-García; Juan Martínez-Miranda; J Alberto Conejero; Juan M García-Gómez; Carlos Sáez
Source: check_circle
Crossref

Subphenotyping of COVID-19 patients at pre-admission towards anticipated severity stratification: an analysis of 778 692 Mexican patients through an age-gender unbiased meta-clustering technique

2021-02-23 | Other
Contributors: Lexin Zhou; Nekane Romero; Juan Martínez-Miranda; J Alberto Conejero; Juan M García-Gómez; Carlos Sáez
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Quality of Hospital Electronic Health Record (EHR) Data Based on the International Consortium for Health Outcomes Measurement (ICHOM) in Heart Failure: Pilot Data Quality Assessment Study (Preprint)

2021-02-09 | Other
Contributors: Hannelore Aerts; Dipak Kalra; Carlos Sáez; Juan Manuel Ramírez-Anguita; Miguel-Angel Mayer; Juan M Garcia-Gomez; Marta Durà-Hernández; Geert Thienpont; Pascal Coorevits
Source: check_circle
Crossref

Is the quality of hospital EHR data sufficient to evidence its ICHOM outcomes performance in heart failure? A pilot evaluation

2021-02-05 | Other
Contributors: Hannelore Aerts; Dipak Kalra; Carlos Saez; Juan Manuel Ramírez-Anguita; Miguel-Angel Mayer; Juan M. Garcia-Gomez; Marta Durá Hernández; Geert Thienpont; Pascal Coorevits
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Potential limitations in COVID-19 machine learning due to data source variability: A case study in the nCov2019 dataset.

Journal of the American Medical Informatics Association : JAMIA
2021-02-01 | Journal article
Source: Self-asserted source
Carlos Sáez

Data-driven discovery of changes in clinical code usage over time: A case-study on changes in cardiovascular disease recording in two English electronic health records databases (2001-2015)

BMJ Open
2020 | Journal article
EID:

2-s2.0-85079359479

Part of ISBN:

20446055

Contributors: Rockenschaub, P.; Nguyen, V.; Aldridge, R.W.; Acosta, D.; García-Gómez, J.M.; Sáez, C.
Source: Self-asserted source
Carlos Sáez via Scopus - Elsevier

Robust association between vascular habitats and patient prognosis in glioblastoma: An international multicenter study

Journal of Magnetic Resonance Imaging
2020 | Journal article
EID:

2-s2.0-85083624138

Part of ISBN:

15222586 10531807

Contributors: del Mar Álvarez-Torres, M.; Juan-Albarracín, J.; Fuster-Garcia, E.; Bellvís-Bataller, F.; Lorente, D.; Reynés, G.; Font de Mora, J.; Aparici-Robles, F.; Botella, C.; Muñoz-Langa, J. et al.
Source: Self-asserted source
Carlos Sáez via Scopus - Elsevier

Subgrouping Factors Influencing Migraine Intensity in Women: A Semi-automatic Methodology Based on Machine Learning and Information Geometry

Pain Practice
2020 | Journal article
EID:

2-s2.0-85076130491

Part of ISBN:

15332500 15307085

Contributors: Pérez-Benito, F.J.; Conejero, J.A.; Sáez, C.; García-Gómez, J.M.; Navarro-Pardo, E.; Florencio, L.L.; Fernández-de-las-Peñas, C.
Source: Self-asserted source
Carlos Sáez via Scopus - Elsevier

Predicting morbidity by Local Similarities in Multi-Scale Patient Trajectories

medRxiv
2020-09-15 | Preprint
Source: Self-asserted source
Carlos Sáez

EHRtemporalVariability: delineating temporal data-set shifts in electronic health records

GigaScience
2020-08-01 | Journal article
Contributors: Carlos Sáez; Alba Gutiérrez-Sacristán; Isaac Kohane; Juan M García-Gómez; Paul Avillach
Source: check_circle
Crossref

Deep multitask ensemble classification of emergency medical call incidents combining multimodal data improves emergency medical dispatch

2020-06-26 | Other
Contributors: Pablo Ferri; Carlos Sáez; Antonio Félix-De Castro; Javier Juan-Albarracín; Vicent Blanes-Selva; Purificación Sánchez-Cuesta; Juan M García-Gómez
Source: check_circle
Crossref

EHRtemporalVariability: delineating temporal dataset shifts in electronic health records

2020-04-11 | Other
Contributors: Carlos Sáez; Alba Gutiérrez-Sacristán; Isaac Kohane; Juan M García-Gómez; Paul Avillach
Source: check_circle
Crossref

Guest editorial: Special issue in biomedical data quality assessment methods

Computer Methods and Programs in Biomedicine
2019 | Journal article
EID:

2-s2.0-85067669838

Contributors: Sáez, C.; Liaw, S.-T.; Kimura, E.; Coorevits, P.; Garcia-Gomez, J.M.
Source: Self-asserted source
Carlos Sáez via Scopus - Elsevier

Multi-parametric MR imaging biomarkers associated to clinical outcomes in gliomas: A systematic review

Current Medical Imaging
2019 | Journal article
EID:

2-s2.0-85075620909

Part of ISBN:

18756603 15734056

Contributors: Oltra-Sastre, M.; Fuster-Garcia, E.; Juan-Albarracin, J.; Sáez, C.; Perez-Girbes, A.; Sanz-Requena, R.; Revert-Ventura, A.; Mocholi, A.; Urchueguia, J.; Hervas, A. et al.
Source: Self-asserted source
Carlos Sáez via Scopus - Elsevier

Robustness and findings of aweb-based system for depression assessment in a university work context

International Journal of Environmental Research and Public Health
2019 | Journal article
EID:

2-s2.0-85062008904

Contributors: Asensio-Cuesta, S.; Bresó, A.; Saez, C.; García-Gómez, J.A.
Source: Self-asserted source
Carlos Sáez via Scopus - Elsevier

Sistemas de Ayuda a la Decision Medica

Sistemas de Ayuda a la Decision Medica
2019 | Journal article
Contributors: GarciaGomez, JM; Tortajada, S; Saez, C
Source: check_circle
Web of Science Researcher Profile Sync

Sistemas de ayuda a la decisión médica

2019 | Book
Source: Self-asserted source
Carlos Sáez

Smartphone sensors for monitoring cancer-related quality of life: App design, EORTC QLQ-C30 mapping and feasibility study in healthy subjects

International Journal of Environmental Research and Public Health
2019 | Journal article
EID:

2-s2.0-85061572559

Contributors: Asensio-Cuesta, S.; Sánchez-García, Á.; Conejero, J.A.; Saez, C.; Rivero-Rodriguez, A.; García-Gómez, J.M.
Source: Self-asserted source
Carlos Sáez via Scopus - Elsevier

Temporal variability analysis reveals biases in electronic health records due to hospital process reengineering interventions over seven years

PLoS ONE
2019 | Journal article
EID:

2-s2.0-85070296639

Contributors: Pérez-Benito, F.J.; Sáez, C.; Alberto Conejero, J.; Tortajada, S.; Valdivieso, B.; García-Gómez, J.M.
Source: Self-asserted source
Carlos Sáez via Scopus - Elsevier

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

International Journal of Medical Informatics
2018-11 | Journal article
Contributors: Carlos Sáez; Juan M García-Gómez
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A Standardized and Data Quality Assessed Maternal-Child Care Integrated Data Repository for Research and Monitoring of Best Practices: A Pilot Project in Spain

Studies in Health Technology and Informatics
2017 | Book
EID:

2-s2.0-85018847117

Contributors: Sáez, C.; Moner, D.; García-De-León-Chocano, R.; Muñoz-Soler, V.; García-De-León-González, R.; Maldonado, J.A.; Boscá, D.; Tortajada, S.; Robles, M.; García-Gómez, J.M. et al.
Source: Self-asserted source
Carlos Sáez via Scopus - Elsevier

Discovering Data Source Stability Patterns in Biomedical Repositories Based on Simplicial Projections from Probability Distribution Distances

Proceedings - IEEE Symposium on Computer-Based Medical Systems
2017 | Conference paper
EID:

2-s2.0-85040343190

Contributors: Borreda, P.F.; Saez, C.; Gomez, J.M.G.
Source: Self-asserted source
Carlos Sáez via Scopus - Elsevier

Aplicación de la Metodoloǵıa E-UNIHEALTH para el diagnóstico de la depresión en un contexto universitario espećıfico

XXXIV Congreso Anual de la Sociedad Española de Ingenieŕıa Biomédica
2016 | Conference paper
Source: Self-asserted source
Carlos Sáez

Construction of quality-assured infant feeding process of care data repositories: Construction of the perinatal repository (Part 2)

Computers in biology and medicine
2016 | Journal article
EID:

2-s2.0-84959313807

Source: Self-asserted source
Carlos Sáez
grade
Preferred source (of 2)‎

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.

Journal of the American Medical Informatics Association : JAMIA
2016-11 | Journal article
Contributors: Sáez C; Zurriaga O; Pérez-Panadés J; Melchor I; Robles M; García-Gómez JM
Source: Self-asserted source
Carlos Sáez via Europe PubMed Central
grade
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Chapter 8: Running a registry

Methodological guidelines and recommendations for efficient and rational governance of patient registries
2015 | Book chapter
Source: Self-asserted source
Carlos Sáez

Construction of quality-assured infant feeding process of care data repositories: definition and design (Part 1)

Computers in biology and medicine
2015 | Journal article
EID:

2-s2.0-84945119717

Source: Self-asserted source
Carlos Sáez
grade
Preferred source (of 2)‎
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