- Assistant Researcher, CONICET
Research Interests
- Medical image analysis
- Deep learning
- Machine learning
- Computer vision
- Probabilistic graphical models
- Discrete optimization
Latest Publicactions
Análisis de sesgos en algoritmos de clasificación de oximetría de pulso para detección de trastornos del sueño
- J. Perero
- E. Ferrante
- L. Larrateguy
- L. Di Persia
- H. L. Rufiner
Argentine Symposium on Artificial Intelligence (ASAI 2023) - 52 Argentine Conference on Informatics and Operations Research (JAIIO) - 2023
Multi-center anatomical segmentation with heterogeneous labels via landmark-based models
- N. Gaggion
- M. Vakalopoulou
- D. H. Milone
- E. Ferrante
arXiv preprint arXiv:2211.07395 - 2022
Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis
- N. Gaggion
- L. Mansilla
- C. Mosquera
- D. H. Milone
- E. Ferrante
IEEE Transactions on Medical Imaging - 2022
Addressing fairness in artificial intelligence for medical imaging
- M. A. Ricci Lara
- R. Echeveste
- E. Ferrante
Nature Communications - 2022
Bridging physiological and perceptual views of autism by means of sampling-based Bayesian inference
- R. Echeveste
- E. Ferrante
- D. H. Milone
- I. Samengo
Network Neuroscience - jan 2022
More Publications
Personal Contact
- Phone: +54 (342) 4575233/34, ext. 192
- Office number: 2
- E-mail: eferrante@sinc.unl.edu.ar
- Web: eferrante.github.io