- 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
Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study
- M. Monteiro
- V. F. J. Newcombe
- F. Mathieu
- Kamnitsas K.
- E. Ferrante
- T. Das
- K. Adatia
- D. Rueckert
- D. K. Menon
- B. Glocker
The Lancet Digital Health - 2020
Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising Autoencoders
- A. Larrazabal
- C. E. Martínez
- B. Glocker
- E. Ferrante
IEEE Transactions on Medical Imaging - 2020
Self-supervised Skull Reconstruction in Brain CT Images with Decompressive Craniectomy
- F. Matzkin
- V. F. J. Newcombe
- S. Stevenson
- A. Khetani
- T. Newman
- R. Digby
- A. Stevens
- B. Glocker
- E. Ferrante
Medical Image Computing and Computer Assisted Intervention -- MICCAI 2020 - 2020
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
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