Adolfo Muñoz Carrero

Head of Unit

Instituto de Salud Carlos III

Spain

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Adolfo Muñoz Carrero is the Head of Unit at Instituto de Salud Carlos III, Spain. His research focuses on health data integration, machine learning methodologies, and electronic health record standards. Recent publications include works on patient data standardization, predictive models for COVID-19 clinical deterioration, and methodologies for extracting knowledge from healthcare datasets.

Articles (10)

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2025

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2023

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2023

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2022

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2022

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2022

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2022

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2021

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2021

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2021

Collaborators (6)

Maria Falcon Romero

Universidad de Murcia

SPAIN

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Eduardo Malmierca Corral

Professor

Universidad Autónoma de Madrid

SPAIN

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Miguel Pedrera-Jiménez

Head of Presales

SPAIN

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Inigo Gorostiza

SPAIN

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Santiago Frid

Associate Professor

University of Barcelona

SPAIN

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Xavier Pastor

Chief Medical Information Officer

Hospital Clínic de Barcelona

SPAIN

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Adolfo Muñoz Carrero

Research Interests

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Articles (10)

A Methodology to Extract Knowledge from Datasets Using ML

Can OpenEHR, ISO 13606, and HL7 FHIR Work Together? An Agnostic Approach for the Selection and Application of Electronic Health Record Standards to the Next-Generation Health Data Spaces.

An Ontology-Based Approach for Consolidating Patient Data Standardized With European Norm/International Organization for Standardization 13606 (EN/ISO 13606) Into Joint Observational Medical Outcomes Partnership (OMOP) Repositories: Description of a Methodology

Use of Generic Antiretroviral Drugs and Single-Tablet Regimen De-Simplification for the Treatment of HIV Infection in Spain.

Machine learning-based model for prediction of clinical deterioration in hospitalized patients by COVID 19.

Author Correction: Machine learning-based model for prediction of clinical deterioration in hospitalized patients by COVID 19 (Scientific Reports, (2022), 12, 1, (7097), 10.1038/s41598-022-09771-z)

TransformEHRs: A flexible methodology for building transparent ETL processes for EHR reuse

How patients with COVID-19 managed the disease at home during the first wave in Spain: a cross-sectional study.

Late presentation for HIV impairs immunological but not virological response to antiretroviral treatment

Obtaining EHR-derived datasets for COVID-19 research within a short time: a flexible methodology based on Detailed Clinical Models

Collaborators (6)

Maria Falcon Romero

Eduardo Malmierca Corral

Miguel Pedrera-Jiménez

Inigo Gorostiza

Santiago Frid

Xavier Pastor

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