- 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
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
Ensembles of multiple models and architectures for robust brain tumour segmentation
- K. Kamnitsas
- W. Bai
- E. Ferrante
- S. McDonagh
- M. Sinclair
- N. Pawlowski
- M. Rajchl
- M. Lee
- B. Kainz
- D. Rueckert
- B. Glocker
MICCAI BrainLes 2017 - 2017
Metric learning with spectral graph convolutions on brain connectivity networks
- S. I. Ktena
- S. Parisot
- E. Ferrante
- M. Rajchl
- M. Lee
- B. Glocker
- D. Rueckert
NeuroImage - 2017
Spectral graph convolutions for population-based disease prediction
- S. Parisot
- S. I. Ktena
- E. Ferrante
- M. Lee
- R. Guerrero Moreno
- B. Glocker
- D. Rueckert
International Conference on Medical Image Computing and Computer-Assisted Interventions (MICCAI) - 2017
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