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Juan M. García-Gómez

Polytechnic University of Valencia

Camino de Vera, s/n

Valencia, 46022

Spain

  • Polytechnic University of Valencia

SCHOLARLY PAPERS

5

DOWNLOADS

273

TOTAL CITATIONS

0

Scholarly Papers (5)

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1.

Landscape Analysis Towards Data Quality and Utility Labelling in the European Health Data Space

Number of pages: 25 Posted: 12 Mar 2025
Ángel Sánchez-García, Claudio Proietti Mercuri, Nienke Schutte, Francisco Estupiñán-Romero, Carlos Telleria-Orriols, Ascensión Doñate-Martínez, Juan M. García-Gómez, Enrique Bernal-Delgado, Carlos Sáez and On behalf of QUANTUM -
Polytechnic University of Valencia, Sciensano, Sciensano, Aragon Institute of Health Sciences (IACS), Aragon Institute of Health Sciences (IACS), Polytechnic University of Valencia, Polytechnic University of Valencia, Aragon Institute of Health Sciences (IACS), Universidad Politécnica de Valencia and affiliation not provided to SSRN
Downloads 106 (659,652)

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EHDS, HealthData@EU, QUANTUM, Systematic review, data quality, tool, data quality labelling, secondary use, data reuse, dataset

2.

High Effectiveness of the Digitalization of the Gesida Clinical Guideline for HIV Patient Management

Number of pages: 15 Posted: 12 Mar 2025
Víctor Montosa-i-Micó, Cecilia Tortajada, Álvaro Navarro Batet, Raquel Alcalde Castillo, Miguel Camacho, David Rosello Perez, Daniel Sánchez García and Juan M. García-Gómez
Polytechnic University of Valencia, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Polytechnic University of Valencia and Polytechnic University of Valencia
Downloads 66 (907,769)

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Clinical Guideline, Digitalization, Human Immunodeficiency Viruses (HIV), Evaluation, Decision Support, Internal medicine, Technology Assessment

3.

Gene Expression Signature in High-Grade Gliomas with MRI-Defined High Vascularity: Prognostic Relevance

Number of pages: 25 Posted: 07 Nov 2023
Víctor Montosa-i-Micó, Maria del Mar Álvarez-Torres, Rebeca Burgos-Panadero, Juan M. García-Gómez and Elies Fuster-Garcia
Polytechnic University of Valencia, Columbia University, Hospital Universitari i Politècnic La Fe, Polytechnic University of Valencia and Polytechnic University of Valencia
Downloads 40 (1,183,237)

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High-grade glioma, Relative cerebral blood volume, Tumor vascularity, RNA-seq, ONCOhabitats, Biomarker, MRI

4.

Unsupervised Characterization of Temporal Dataset Shifts as Early Indicator of AI Performance Variations

Number of pages: 19 Posted: 03 Apr 2025
David Fernández Narro, Pablo Ferri, Alba Gutiérrez-Sacristán, Juan M. García-Gómez and Carlos Sáez
Polytechnic University of Valencia, Polytechnic University of Valencia, Harvard University - Department of Biomedical Informatics, Polytechnic University of Valencia and Universidad Politécnica de Valencia
Downloads 33 (1,277,121)

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Artificial Intelligence (AI), Temporal Variability, Data Quality, Machine Learning

5.

Exploring the Trade-Off between Generalist and Specialized Models: A Center-Based Comparative Analysis for Glioblastoma Segmentation

Number of pages: 17 Posted: 08 Mar 2024
Francisco Javier Gil-Terrón Rodríguez, Pablo Ferri, Víctor Montosa-i-Micó, María Gómez Mahiques, Carles Lopez-Mateu, Pau Martí, Juan M. García-Gómez and Elies Fuster-Garcia
Polytechnic University of Valencia, Polytechnic University of Valencia, Polytechnic University of Valencia, Polytechnic University of Valencia, Polytechnic University of Valencia, Universitat de les Illes Balears, Polytechnic University of Valencia and Polytechnic University of Valencia
Downloads 28 (1,345,526)

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glioblastoma, Brain Tumor, Segmentation, Dataset shift assessment, Model specialization, Convolutional Neural Network, Deep learning