Development of Supervised Learning Predictive Models for Highly Non-linear Biological, Biomedical, and General Datasets

por Medina-Ortiz, David, Contreras, Sebastián, Quiroz, Cristofer, Olivera-Nappa, Álvaro
Publicado 2020

A Novel Synthetic Model of the Glucose-Insulin System for Patient-Wise Inference of Physiological Parameters From Small-Size OGTT Data

por Contreras, Sebastián, Medina-Ortiz, David, Conca, Carlos, Olivera-Nappa, Álvaro
Publicado 2020

Real-Time Estimation of R(t) for Supporting Public-Health Policies Against COVID-19

por Contreras, Sebastián, Villavicencio, H. Andrés, Medina-Ortiz, David, Saavedra, Claudia P., Olivera-Nappa, Álvaro
Publicado 2020

A multi-group SEIRA model for the spread of COVID-19 among heterogeneous populations

por Contreras, Sebastián, Villavicencio, H. Andrés, Medina-Ortiz, David, Biron-Lattes, Juan Pablo, Olivera-Nappa, Álvaro
Publicado 2020

Patient-Wise Methodology to Assess Glycemic Health Status: Applications to Quantify the Efficacy and Physiological Targets of Polyphenols on Glycemic Control

por Olivera-Nappa, Álvaro, Contreras, Sebastian, Tevy, María Florencia, Medina-Ortiz, David, Leschot, Andrés, Vigil, Pilar, Conca, Carlos
Publicado 2022

Statistically-based methodology for revealing real contagion trends and correcting delay-induced errors in the assessment of COVID-19 pandemic

por Contreras, Sebastián, Biron-Lattes, Juan Pablo, Villavicencio, H. Andrés, Medina-Ortiz, David, Llanovarced-Kawles, Nyna, Olivera-Nappa, Álvaro
Publicado 2020

Generalized Property-Based Encoders and Digital Signal Processing Facilitate Predictive Tasks in Protein Engineering

por Medina-Ortiz, David, Contreras, Sebastian, Amado-Hinojosa, Juan, Torres-Almonacid, Jorge, Asenjo, Juan A., Navarrete, Marcelo, Olivera-Nappa, Álvaro
Publicado 2022

The role of machine learning in health policies during the COVID-19 pandemic and in long COVID management

por Sarmiento Varón, Lindybeth, González-Puelma, Jorge, Medina-Ortiz, David, Aldridge, Jacqueline, Alvarez-Saravia, Diego, Uribe-Paredes, Roberto, Navarrete, Marcelo A.
Publicado 2023

Peptipedia: a user-friendly web application and a comprehensive database for peptide research supported by Machine Learning approach

por Quiroz, Cristofer, Saavedra, Yasna Barrera, Armijo-Galdames, Benjamín, Amado-Hinojosa, Juan, Olivera-Nappa, Álvaro, Sanchez-Daza, Anamaria, Medina-Ortiz, David
Publicado 2021