3 papers
eess.IV2025
Machine Learning Prediction of Cardiovascular Risk in Type 1 Diabetes Mellitus Using Radiomics Features from Multimodal Retinal Images
Ariadna Tohà-Dalmau, Josep Rosinés-Fonoll, Enrique Romero +11
This study aimed to develop a machine learning (ML) algorithm capable of determining cardiovascular risk in multimodal retinal images from patients with type 1 diabetes mellitus, d…
eess.IV2025
Frequency selection for the diagnostic characterization of human brain tumours
Carlos Arizmendi, Alfredo Vellido, Enrique Romero
The diagnosis of brain tumours is an extremely sensitive and complex clinical task that must rely upon information gathered through non-invasive techniques. One such technique is m…
cs.LG2018
Bioinformatics and Medicine in the Era of Deep Learning
Davide Bacciu, Paulo J. G. Lisboa, José D. Martín +2
Many of the current scientific advances in the life sciences have their origin in the intensive use of data for knowledge discovery. In no area this is so clear as in bioinformatic…