Rafael García-Carretero

According to our database, Rafael García-Carretero authored at least 8 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Hepatitis C Virus positivity prediction from serum samples using NIRS and L1-penalized classification.

Óscar Barquero-Pérez, José Gómez-Sánchez, Daniel Riado-Mínguez, Jennifer Gonzálo-Segovia, Rafael García-Carretero, María Luisa Casas-Losada, S. Fernández-Rodríguez, María Luisa Gutiérrez-García, Elena Jaime-Lara, Enrique Pérez-Martínez, Javier Ramos-López, Sergio Salgüero-Fernández, Conrado Fernández-Rodríguez, Myriam Catalá

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Quantifying the Autonomic Nervous System Influence on Heart Rate Turbulence using Partial Least Squares Path Modeling.

H. Puente-Díaz, Rafael García-Carretero, Rebeca Goya-Esteban, Óscar Barquero-Pérez

Proceedings of the Computing in Cardiology, 2022

2021

Assessment of Classification Models and Relevant Features on Nonalcoholic Steatohepatitis Using Random Forest.

Rafael García-Carretero, Roberto Holgado-Cuadrado, Óscar Barquero-Pérez

Entropy, 2021

2020

Use of a K-nearest neighbors model to predict the development of type 2 diabetes within 2 years in an obese, hypertensive population.

Rafael García-Carretero, Luis Vigil-Medina, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Óscar Barquero-Pérez, Javier Ramos-López

Medical Biol. Eng. Comput., 2020

Pulse Wave Velocity and Machine Learning to Predict Cardiovascular Outcomes in Prediabetic and Diabetic Populations.

Rafael García-Carretero, Luis Vigil-Medina, Óscar Barquero-Pérez, Javier Ramos-López

J. Medical Syst., 2020

2019

Identification of clinically relevant features in hypertensive patients using penalized regression: a case study of cardiovascular events.

Rafael García-Carretero, Óscar Barquero-Pérez, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Rebeca Goya-Esteban, Javier Ramos

Medical Biol. Eng. Comput., 2019

2017

Modeling Cardiovascular Condition Evolution in Hypertensive Population Using Graph Signal Processing.

Antonio G. Marques, Cristina Soguero-Ruíz, Javier Ramos, Inmaculada Mora-Jiménez, Rebeca Goya-Esteban, Rafael García-Carretero, Óscar Barquero-Pérez

Proceedings of the Computing in Cardiology, 2017

L1 Penalized Cox Regression to Characterize Cardiovascular Events in Hypertensive Patients.

Rafael García-Carretero, Óscar Barquero-Pérez, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Rebeca Goya-Esteban, Antonio G. Marques, Javier Ramos

Proceedings of the Computing in Cardiology, 2017