- Assistant Researcher, CONICET
Research Interests
- Medical image analysis
- Deep learning
- Machine learning
- Computer vision
- Probabilistic graphical models
- Discrete optimization
Advisor
Co-advisor
- Ruben Spies
Latest Publicactions
Learning deformable registration of medical images with anatomical constraints
- L. Mansilla
- D. H. Milone
- E. Ferrante
Neural Networks - 2020
Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis
- A. Larrazabal
- N. Nieto
- V. Peterson
- D. H. Milone
- E. Ferrante
Proceedings of the National Academy of Sciences - 2020
Hierarchical Template Matching for 3D Myocardial Tracking and Cardiac Strain Estimation
- J. Bhalodiya
- A. Palit
- E. Ferrante
- M. K. Tiwari
- S. K. Bhudia
- T. N. Arvanitis
- M. A. Williams
Scientific reports - 2019
Diseño y desarrollo de una herramienta para la segmentación automática en imágenes TAC de pacientes con traumatismo de cráneo mediante redes neuronales convolucionales. (Undergraduate project)
- F. Matzkin
- E. Ferrante
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2019
Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders
- A. Larrazabal
- C. E. Martínez
- E. Ferrante
MICCAI 2019: International Conference on Medical Image Computing and Computer-Assisted Intervention - 2019
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