- Assistant Researcher, CONICET
Research Interests
- Medical image analysis
- Deep learning
- Machine learning
- Computer vision
- Probabilistic graphical models
- Discrete optimization
Latest Publicactions
Towards reliable WMH segmentation under domain shift: An application study using maximum entropy regularization to improve uncertainty estimation
- F. Matzkin
- A. Larrazabal
- D. H. Milone
- J. Dolz
- E. Ferrante
Computers in Biology and Medicine - 2025
Multi-view hybrid graph convolutional network for volume-to-mesh reconstruction in cardiovascular MRI
- N. Gaggion
- B. Matheson
- Y. Xia
- R. Bonazzola
- N. Ravikumar
- Z. Taylor
- D. H. Milone
- A. Frangi
- E. Ferrante
Medical Image Analysis - 2025
Class imbalance on medical image classification: towards better evaluation practices for discrimination and calibration performance
- C. Mosquera
- L. Ferrer
- D. H. Milone
- D. Luna
- E. Ferrante
European Radiology - jun 2024
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images
- N. Gaggion
- C. Mosquera
- L. Mansilla
- J. Saidman
- M. Aineseder
- D. H. Milone
- E. Ferrante
Scientific Data - 2024
Demographically-Informed Prediction Discrepancy Index: Early Warnings of Demographic Biases for Unlabeled Populations
- L. Mansilla
- E. Claucich
- R. Echeveste
- D. H. Milone
- E. Ferrante
Transactions on Machine Learning Research - 2024
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