Works by del Hoyo-Alonso, Rafael

Results: 13

A Stepwise Algorithm for Linearly Combining Biomarkers under Youden Index Maximization.

Published in:

Mathematics (2227-7390), 2022, v. 10, n. 8, p. N.PAG, doi. 10.3390/math10081221

By:

Aznar-Gimeno, Rocío;
Esteban, Luis M.;
del-Hoyo-Alonso, Rafael;
Borque-Fernando, Ángel;
Sanz, Gerardo

Publication type:

Article

Incorporating a New Summary Statistic into the Min–Max Approach: A Min–Max–Median, Min–Max–IQR Combination of Biomarkers for Maximising the Youden Index.

Published in:

Mathematics (2227-7390), 2021, v. 9, n. 19, p. 2497, doi. 10.3390/math9192497

By:

Aznar-Gimeno, Rocío;
Esteban, Luis M.;
Sanz, Gerardo;
del-Hoyo-Alonso, Rafael;
Savirón-Cornudella, Ricardo

Publication type:

Article

A Clinical Decision Web to Predict ICU Admission or Death for Patients Hospitalised with COVID-19 Using Machine Learning Algorithms.

Published in:

International Journal of Environmental Research & Public Health, 2021, v. 18, n. 16, p. 8677, doi. 10.3390/ijerph18168677

By:

Aznar-Gimeno, Rocío;
Esteban, Luis M.;
Labata-Lezaun, Gorka;
del-Hoyo-Alonso, Rafael;
Abadia-Gallego, David;
Paño-Pardo, J. Ramón;
Esquillor-Rodrigo, M. José;
Lanas, Ángel;
Serrano, M. Trinidad

Publication type:

Article

A neural network to identify requests, decisions, and arguments in court rulings on custody.

Published in:

Artificial Intelligence & Law, 2025, v. 33, n. 1, p. 101, doi. 10.1007/s10506-023-09380-9

By:

Muñoz-Soro, José Félix;
del Hoyo Alonso, Rafael;
Montañes, Rosa;
Lacueva, Francisco

Publication type:

Article

GastricAITool: A Clinical Decision Support Tool for the Diagnosis and Prognosis of Gastric Cancer.

Published in:

Biomedicines, 2024, v. 12, n. 9, p. 2162, doi. 10.3390/biomedicines12092162

By:

Aznar-Gimeno, Rocío;
García-González, María Asunción;
Muñoz-Sierra, Rubén;
Carrera-Lasfuentes, Patricia;
Rodrigálvarez-Chamarro, María de la Vega;
González-Muñoz, Carlos;
Meléndez-Estrada, Enrique;
Lanas, Ángel;
del Hoyo-Alonso, Rafael

Publication type:

Article

Comparing the Min–Max–Median/IQR Approach with the Min–Max Approach, Logistic Regression and XGBoost, Maximising the Youden Index.

Published in:

Symmetry (20738994), 2023, v. 15, n. 3, p. 756, doi. 10.3390/sym15030756

By:

Aznar-Gimeno, Rocío;
Esteban, Luis M.;
Sanz, Gerardo;
del-Hoyo-Alonso, Rafael

Publication type:

Article

Predictive Value of Genetic Risk Scores in the Development of Colorectal Adenomas.

Published in:

Digestive Diseases & Sciences, 2022, v. 67, n. 8, p. 4049, doi. 10.1007/s10620-021-07218-5

By:

Gargallo-Puyuelo, Carla J.;
Aznar-Gimeno, Rocío;
Carrera-Lasfuentes, Patricia;
Lanas, Ángel;
Ferrández, Ángel;
Quintero, Enrique;
Carrillo, Marta;
Alonso-Abreu, Inmaculada;
Esteban, Luis M.;
de la Vega Rodrigálvarez-Chamarro, María;
del Hoyo-Alonso, Rafael;
García-González, María Asunción

Publication type:

Article

Big Data and Machine Learning to Improve European Grapevine Moth (Lobesia botrana) Predictions.

Published in:

Plants (2223-7747), 2023, v. 12, n. 3, p. 633, doi. 10.3390/plants12030633

By:

Balduque-Gil, Joaquín;
Lacueva-Pérez, Francisco J.;
Labata-Lezaun, Gorka;
del-Hoyo-Alonso, Rafael;
Ilarri, Sergio;
Sánchez-Hernández, Eva;
Martín-Ramos, Pablo;
Barriuso-Vargas, Juan J.

Publication type:

Article

Deep Learning for Walking Behaviour Detection in Elderly People Using Smart Footwear.

Published in:

Entropy, 2021, v. 23, n. 6, p. 777, doi. 10.3390/e23060777

By:

Aznar-Gimeno, Rocío;
Labata-Lezaun, Gorka;
Adell-Lamora, Ana;
Abadía-Gallego, David;
del-Hoyo-Alonso, Rafael;
González-Muñoz, Carlos

Publication type:

Article

Gait-Based AI Models for Detecting Sarcopenia and Cognitive Decline Using Sensor Fusion.

Published in:

Diagnostics (2075-4418), 2024, v. 14, n. 24, p. 2886, doi. 10.3390/diagnostics14242886

By:

Aznar-Gimeno, Rocío;
Perez-Lasierra, Jose Luis;
Pérez-Lázaro, Pablo;
Bosque-López, Irene;
Azpíroz-Puente, Marina;
Salvo-Ibáñez, Pilar;
Morita-Hernandez, Martin;
Hernández-Ruiz, Ana Caren;
Gómez-Bernal, Antonio;
Rodrigalvarez-Chamarro, María de la Vega;
Alfaro-Santafé, José-Víctor;
del Hoyo-Alonso, Rafael;
Alfaro-Santafé, Javier

Publication type:

Article

Changes in severity, mortality, and virus genome among a Spanish cohort of patients hospitalized with SARS-CoV-2.

Published in:

Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-98308-x

By:

Aznar-Gimeno, Rocío;
Paño-Pardo, J. Ramón;
Esteban, Luis M.;
Labata-Lezaun, Gorka;
Esquillor-Rodrigo, M. José;
Lanas, Angel;
Abadía-Gallego, David;
Diez-Fuertes, Francisco;
Tellería-Orriols, Carlos;
del-Hoyo-Alonso, Rafael;
Serrano, M. Trinidad

Publication type:

Article

Digitalization of an Industrial Process for Bearing Production.

Published in:

Sensors (14248220), 2024, v. 24, n. 23, p. 7783, doi. 10.3390/s24237783

By:

Rodriguez-Fortun, Jose-Manuel;
Alvarez, Jorge;
Monzon, Luis;
Salillas, Ricardo;
Noriega, Sergio;
Escuin, David;
Abadia, David;
Barrutia, Aitor;
Gaspar, Victor;
Romeo, Jose Antonio;
Cebrian, Fernando;
del-Hoyo-Alonso, Rafael

Publication type:

Article

BodyFlow: An Open-Source Library for Multimodal Human Activity Recognition.

Published in:

Sensors (14248220), 2024, v. 24, n. 20, p. 6729, doi. 10.3390/s24206729

By:

del-Hoyo-Alonso, Rafael;
Hernández-Ruiz, Ana Caren;
Marañes-Nueno, Carlos;
López-Bosque, Irene;
Aznar-Gimeno, Rocío;
Salvo-Ibañez, Pilar;
Pérez-Lázaro, Pablo;
Abadía-Gallego, David;
Rodrigálvarez-Chamarro, María de la Vega

Publication type:

Article