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 001 (CinC, 2017)

Modeling Cardiovascular Condition Evolution in Hypertensive Population Using Graph Signal Processing. - Antonio G. Marques; Cristina Soguero-Ruíz; Javier Ramos 001; Inmaculada Mora-Jiménez; Rebeca Goya-Esteban; Rafael García-Carretero; Óscar Barquero-Pérez (CinC, 2017)

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 001 (Medical Biol. Eng. Comput., 2019)

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)

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)

Assessment of Classification Models and Relevant Features on Nonalcoholic Steatohepatitis Using Random Forest. - Rafael García-Carretero; Roberto Holgado-Cuadrado; Óscar Barquero-Pérez (Entropy, 2021)

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 (CinC, 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; et al. (EMBC, 2022)