Antonio Rodríguez 's repositories
synthetic_data_generation_framework
This repository contains the code of our published work in IEEE JBHI. Our main objective was to demonstrate the feasibility of the use of synthetic data to effectively train Machine Learning algorithms, prooving that it benefits classification performance most of the times.
Personalized-AI-Based-Do-It-Yourself-Glucose-Prediction-tool
A Do-It-Yourself AI-based module for your personalized interstitial glucose 30-min prediction! Compatible with different OS through Dockerization. Your data, your personalized model, and the execution are performed locally, without sharing anything with anyone! This module has been validated with real CGM data collected from 29 people with T1D.
CVD_risk_and_TL
This repo contains a Machine Learning-based methodology for the preliminary design of a risk calculator using medical tabular databases, combining the knowledge of different clinically validated cardiovascular risk calculators using Transfer Learning (TL).