Rafael García-Carretero

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 8

Top Topics

Classification Models

Nearest Neighbour Algorithm

Hepatitis C Virus

Top Venues

Medical Biol. Eng. Comput.

J. Medical Syst.

Publications

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
Hepatitis C Virus positivity prediction from serum samples using NIRS and L1-penalized classification. EMBC (2022)
H. Puente-Díaz, Rafael García-Carretero, Rebeca Goya-Esteban, Óscar Barquero-Pérez
Quantifying the Autonomic Nervous System Influence on Heart Rate Turbulence using Partial Least Squares Path Modeling. CinC (2022)
Rafael García-Carretero, Roberto Holgado-Cuadrado, Óscar Barquero-Pérez
Assessment of Classification Models and Relevant Features on Nonalcoholic Steatohepatitis Using Random Forest. Entropy 23 (6) (2021)
Rafael García-Carretero, Luis Vigil-Medina, Óscar Barquero-Pérez, Javier Ramos-López
Pulse Wave Velocity and Machine Learning to Predict Cardiovascular Outcomes in Prediabetic and Diabetic Populations. J. Medical Syst. 44 (1) (2020)
Rafael García-Carretero, Luis Vigil-Medina, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Óscar Barquero-Pérez, Javier Ramos-López
Use of a K-nearest neighbors model to predict the development of type 2 diabetes within 2 years in an obese, hypertensive population. Medical Biol. Eng. Comput. 58 (5) (2020)
Rafael García-Carretero, Óscar Barquero-Pérez, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Rebeca Goya-Esteban, Javier Ramos
Identification of clinically relevant features in hypertensive patients using penalized regression: a case study of cardiovascular events. Medical Biol. Eng. Comput. 57 (9) (2019)
Antonio G. Marques, Cristina Soguero-Ruíz, Javier Ramos, Inmaculada Mora-Jiménez, Rebeca Goya-Esteban, Rafael García-Carretero, Óscar Barquero-Pérez
Modeling Cardiovascular Condition Evolution in Hypertensive Population Using Graph Signal Processing. CinC (2017)
Rafael García-Carretero, Óscar Barquero-Pérez, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Rebeca Goya-Esteban, Antonio G. Marques, Javier Ramos
L1 Penalized Cox Regression to Characterize Cardiovascular Events in Hypertensive Patients. CinC (2017)