TY  - JOUR 
AU  - Escuela de Ingenierias Industrial, Informática y Aeroespacial
AU  - García Ordás, María Teresa
AU  - Benavides Cuéllar, María del Carmen
AU  - Benítez Andrades, José Alberto
AU  - Alaiz Moretón, Héctor
AU  - García Rodríguez, Isaías
AU  - Ingenieria de Sistemas y Automatica
DA  - 2021/04
SN  - 0169-2607
UR  - https://hdl.handle.net/10612/18090
AB  - [EN] Background and objective: Diabetes is a chronic pathology which is affecting more and more people over the years. It gives rise to a large number of deaths each year. Furthermore, many people living with the disease do not realize the seriousness...
LA  - spa
PB  - Elsevier
KW  - Informática
KW  - Medicina. Salud
KW  - Diabetes detection
KW  - Sparse Autoencoder
KW  - Variational autoencoder
KW  - Ovesampling
KW  - Deep learning
TI  - Diabetes detection using deep learning techniques with oversampling and feature augmentation
DO  - 10.1016/j.cmpb.2021.105968
T2  - Computer Methods and Programs in Biomedicine
VL  - 202
M2  - 105968
ER  -