- 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
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
Weakly-supervised learning of metric aggregations for deformable image registration
- E. Ferrante
- P. Dokania
- R. Marini
- P. Nikos
IEEE journal of biomedical and health informatics - 2018
Deep learning with ultrasound physics for fetal skull segmentation.
- J. Cerrolaza
- M. Sinclair
- Y. Li
- A. Gómez
- E. Ferrante
- J. Matthew
- C. Gupta
- C. Knight
- D. Rueckert
Biomedical Imaging (ISBI 2018), 2018 IEEE 15th International Symposium on - 2018
Disease prediction using graph convolutional networks: application to autism spectrum disorder and alzheimer’s disease.
- S. Parisot
- S. I. Ktena
- E. Ferrante
- M. Lee
- R. Guerrero
- B. Glocker
- D. Rueckert
Medical Image Analysis - 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