- Research Assistant, CONICET
Research Interests
- Medical image analysis
- Deep learning
- Machine learning
- Computer vision
- Probabilistic graphical models
- Discrete optimization
Advisor
Co-advisor
- Ruben Spies
Latest Publicactions
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
TBI Lesion Segmentation in Head CT: Impact of Preprocessing and Data Augmentation
- M. Monteiro
- Kamnitsas K.
- E. Ferrante
- et al.
MICCAI Brain Lesion Workshop - 2019
Joint Learning of Brain Lesion and Anatomy Segmentation from Heterogeneous Datasets
- N. Roulet
- D. Fernandez Slezak
- E. Ferrante
Proceedings of The 2nd International Conference on Medical Imaging with Deep Learning - 08--10 Jul 2019
Graphs in Biomedical Image Analysis and Integrating Medical Imaging and Non-Imaging Modalities
- D. Stoyanov
- Z. Taylor
- E. Ferrante
- A. Dalca
- A. Martel
- L. Maier-Hein
- S. Parisot
- A. Sotiras
- B. Papiez
- M. Sabuncu
- L. Shen
Springer - 2018
More Publications
Personal Contact
- Phone: +54 (342) 4575233/34, ext. 190
- Office number: 10
- E-mail: eferrante@sinc.unl.edu.ar
- Web: eferrante.github.io