- 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
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
Segmentación multi-atlas de imágenes médicas con selección de atlas inteligente y control de calidad automático
- L. Mansilla
- E. Ferrante
XXIV Congreso Argentino de Ciencias de la Computación (La Plata, 2018). - 2018
Left ventricle quantification through spatio-temporal CNNs
- A. Debus
- E. Ferrante
Statistical Atlases and Computational Modeling of the Heart (STACOM 2018) - 2018
On the adaptability of unsupervised cnn-based deformable image registration to unseen image domains
- E. Ferrante
- O. Oktay
- B. Glocker
- D. H. Milone
International Workshop on Machine Learning in Medical Imaging - 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