Enzo Ferrante

  • 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

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

Distance metric learning using graph convolutional networks: Application to functional brain networks
  • S. I. Ktena
  • S. Parisot
  • E. Ferrante
  • M. Rajchl
  • M. Lee
  • B. Glocker
  • D. Rueckert

International Conference on Medical Image Computing and Computer-Assisted Interventions (MICCAI) - 2017

Slice-to-volume medical image registration: A survey
  • E. Ferrante
  • N. Paragios

Medical Image Analysis - 2017

Deformable registration through learning of context-specific metric aggregation
  • E. Ferrante
  • P. Dokania
  • R. Marini
  • N. Paragios

8th International Workshop on Machine Learning in Medical Imaging - 2017

Anatomically Constrained Neural Networks (ACNN): Application to cardiac image enhancement and segmentation
  • O. Oktay
  • E. Ferrante
  • K. Kamnitsas
  • M. Heinrich
  • W. Bai
  • J. Caballero
  • R. Guerrero
  • S. Cook
  • A. Marvao
  • T. Dawes
  • D. O Regan
  • B. Kainz
  • B. Glocker
  • D. Rueckert

IEEE Transactions on Medical Imaging - 2017

More Publications

Citations

GScholar DBLP

Personal Contact

  • Phone: +54 (342) 4575233/34 ext 190
  • Office Number: 10
  • e-mail: eferrante@sinc.unl.edu.ar
  • Web: eferrante.github.io