Enzo Ferrante

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Attention Deficit Hyperactivity Disorder

Convolutional Neural Network

Artificial Intelligence

Top Venues

Scientific data

European radiology

Nature machine intelligence

This page only lists publications with an associated author ORCID identifier.

Publications

Nicolás Gaggion, Candelaria Mosquera, Lucas Mansilla, Julia Mariel Saidman, Martina Aineseder, Diego H Milone, Enzo Ferrante
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images. Scientific data 11 (1) (2024)
Candelaria Mosquera, Luciana Ferrer, Diego H Milone, Daniel Luna, Enzo Ferrante
Class imbalance on medical image classification: towards better evaluation practices for discrimination and calibration performance. European radiology (2024)
Rodrigo Bonazzola, Enzo Ferrante, Nishant Ravikumar, Yan Xia, Bernard D Keavney, Sven Plein, Tanveer Syeda-Mahmood, Alejandro F Frangi
Unsupervised ensemble-based phenotyping enhances discoverability of genes related to left-ventricular morphology. Nature machine intelligence 6 (3) (2024)
Rodrigo Bonazzola, Enzo Ferrante, Nishant Ravikumar, Yan Xia, Bernard D Keavney, Sven Plein, Tanveer Syeda-Mahmood, Alejandro F Frangi
Unsupervised ensemble-based phenotyping enhances discoverability of genes related to left-ventricular morphology. Nature machine intelligence 6 (3) (2024)
Candelaria Mosquera, Luciana Ferrer, Diego H Milone, Daniel Luna, Enzo Ferrante
Class imbalance on medical image classification: towards better evaluation practices for discrimination and calibration performance. European radiology (2024)
Nicolás Gaggion, Candelaria Mosquera, Lucas Mansilla, Julia Mariel Saidman, Martina Aineseder, Diego H Milone, Enzo Ferrante
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images. Scientific data 11 (1) (2024)
Nicolás Gaggion, Candelaria Mosquera, Lucas Mansilla, Julia Mariel Saidman, Martina Aineseder, Diego H Milone, Enzo Ferrante
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images. Scientific data 11 (1) (2024)
Rodrigo Echeveste, Enzo Ferrante, Diego H Milone, Inés Samengo
Bridging physiological and perceptual views of autism by means of sampling-based Bayesian inference. Network neuroscience (Cambridge, Mass.) 6 (1) (2022)
Rodrigo Echeveste, Enzo Ferrante, Diego H Milone, Inés Samengo
Bridging physiological and perceptual views of autism by means of sampling-based Bayesian inference. Network neuroscience (Cambridge, Mass.) 6 (1) (2022)
María Agustina Ricci Lara, Rodrigo Echeveste, Enzo Ferrante
Addressing fairness in artificial intelligence for medical imaging. Nature communications 13 (1) (2022)
Nicolás Gaggion, Federico D Ariel, Vladimir Daric, Éric Lambert, Simon Legendre, Thomas Roulé, Alejandra Camoirano, Diego H Milone, Martin D Crespi, Thomas Blein, Enzo Ferrante
ChronoRoot: High-throughput phenotyping by deep segmentation networks reveals novel temporal parameters of plant root system architecture. GigaScience 10 (7) (2022)
Nicolás Nieto, Agostina Larrazabal, Victoria Peterson, Diego H Milone, Enzo Ferrante
On the relationship between research parasites and fairness in machine learning: challenges and opportunities. GigaScience 10 (12) (2022)
Agostina J Larrazabal, Nicolás Nieto, Victoria Peterson, Diego H Milone, Enzo Ferrante
Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis. Proceedings of the National Academy of Sciences of the United States of America 117 (23) (2020)
Jayendra M Bhalodiya, Arnab Palit, Enzo Ferrante, Manoj K Tiwari, Sunil K Bhudia, Theodoros N Arvanitis, Mark A Williams
Hierarchical Template Matching for 3D Myocardial Tracking and Cardiac Strain Estimation. Scientific reports 9 (1) (2019)