RAFAEL NICOLAS GAGGIÓN ZULPO; RODRIGO ECHEVESTE; MANSILLA, LUCAS; DIEGO MILONE; ENZO FERRANTE

Unsupervised bias discovery in medical image segmentation

MICCAI Workshop on Fairness of AI in Medical Imaging (FAIMI)

Año: 2023;

MARIA AGUSTINA RICCI LARA; CANDELARIA MOSQUERA; ENZO FERRANTE; RODRIGO ECHEVESTE

Towards unraveling calibration biases in medical image analysis

MICCAI FAIMI Workshop (Fairness of AI in Medical Imaging) 2023

Lugar: Vancouver; Año: 2023;

RAFAEL NICOLAS GAGGIÓN ZULPO; MARIA VAKALOPOULOU; DIEGO MILONE; ENZO FERRANTE

Multi-center anatomical segmentation with heterogeneous labels via landmark-based models

IEEE International Symposium on Biomedical Imaging

Lugar: Cartagena; Año: 2023;

AGOSTINA J LARRAZABAL; CESAR MARTINEZ; JOSE DOLZ; ENZO FERRANTE

Maximum Entropy on Erroneous Predictions (MEEP): Improving model calibration for medical image segmentation

MICCAI 2023, International Conference on Medical Image Computing and Computer-Assisted Intervention

Lugar: Vancouver; Año: 2023;

ESTANISLAO CLAUCICH; ENZO FERRANTE; ECHEVESTE, RODRIGO

Sesgos en problemas de regresión originados por el desbalance de datos en términos de atributos protegidos

Simposio Argentino de Inteligencia Artificial (ASAI)

Lugar: Buenos Aires; Año: 2022;

MANSILLA, LUCAS; RODRIGO ECHEVESTE; DIEGO MILONE; ENZO FERRANTE

Domain Generalization via Gradient Surgery

ICCV 2021: International Conference on Computer Vision

Lugar: Online; Año: 2021;

GAGGION, NICOLÁS; MANSILLA, LUCAS; MILONE, DIEGO H.; FERRANTE, ENZO

Hybrid graph convolutional neural networks for landmark-based anatomical segmentation

MICCAI 2021, International Conference on Medical Image Computing and Computer-Assisted Intervention

Lugar: Strasbourg; Año: 2021;

AGOSTINA J LARRAZABAL; CESAR MARTINEZ; JOSE DOLZ; ENZO FERRANTE

Orthogonal Ensemble Networks for Biomedical Image Segmentation

MICCAI 2021, International Conference on Medical Image Computing and Computer-Assisted Intervention

Año: 2021;

RODRIGO BONAZZOLA; NISHANT RAVIKUMAR; RAHMAN ATTAR; ENZO FERRANTE; TANVEER SYEDA-MAHMOOD; ALEJANDRO F. FRANGI

Image-Derived Phenotype Extraction for Genetic Discovery via Unsupervised Deep Learning in CMR Images

MICCAI 2021, International Conference on Medical Image Computing and Computer-Assisted Intervention

Año: 2021;

RODRIGO ECHEVESTE; INES SAMENGO; ENZO FERRANTE; DIEGO MILONE

Development of an automated tool based on medical images and graph convolutional neural networks to aid in the diagnosis of autism spectrum disorder

XXXV Annual Meeting of the Argentinian Society for Neuroscience Research

Lugar: Virtual; Año: 2020;

EUGENIA ESCALAS; RODRIGO ECHEVESTE; VICTORIA PETERSON; ENZO FERRANTE

Desbalance de datos en terminos de atributos protegidos: analisis de su impacto en un clasificador lineal

ASAI JAIIO (Simposio Argentino de Inteligencia Artificial, JAIIO 2020)

Lugar: Virtual; Año: 2020;

JULIÁN PALLADINO; DIEGO FERNANDEZ SLEZAK; ENZO FERRANTE

Unsupervised Domain Adaptation via CycleGAN for White Matter Hyperintensity Segmentation in Multicenter MR Images

16th International Symposium on Medical Information Processing and Analysis

Lugar: Lima; Año: 2020;

FRANCO MATZKIN; NEWCOMBE, VIRGINIA F J; BEN GLOCKER; ENZO FERRANTE

Cranial Implant Design via Virtual Craniectomy with Shape Priors

Cranial Implant Design Challenge AutoImplant 2020: Towards the Automatization of Cranial Implant Design in Cranioplasty

Lugar: Lima; Año: 2020;

FRANCO MATZKIN; NEWCOMBE, VIRGINIA F J; SUSAN STEVENSON; ANEESH KHETANI; TOM NEWMAN; RICHARD DIGBY; ANDREW STEVENS; BEN GLOCKER; ENZO FERRANTE

Self-supervised Skull Reconstruction in Brain CT Images with Decompressive Craniectomy

MICCAI 2020, International Conference on Medical Image Computing and Computer-Assisted Intervention

Lugar: Lima; Año: 2020;

JULIÁN PALLADINO; DIEGO FERNANDEZ SLEZAK; ENZO FERRANTE

Unsupervised Domain Adaptation via CycleGAN for White Matter Hyperintensity Segmentation in Multicenter MR Images

16th International Symposium on Medical Information Processing and Analysis

Lugar: Lima; Año: 2020;

RAFAEL NICOLAS GAGGIÓN ZULPO; THOMAS ROULE; MARTIN CRESPI; FEDERICO ARIEL; THOMAS BLEIN; ENZO FERRANTE

High-throughput phenotyping of plant roots in temporal series of images using deep learning

AGRANDA JAIIO (Simposio Argentino de Ciencia de Datos y GRANdes DAtos)

Lugar: Salta; Año: 2019;

VICTORIA PETERSON; NICOLÁS NIETO; AGOSTINA LARRAZABAL; MAXIMILIANO FERNANDEZ; ENZO FERRANTE; DIEGO MILONE

Impacto del desbalance de género en la detección de patologías en imágenes médicas mediante redes neuronales profundas

Congreso Internacional de Género en Ciencia, Tecnología e Innovación

Lugar: Santa Fe; Año: 2019;

MONTEIRO, MIGUEL; KAMNITSAS, KONSTANTINOS; ENZO FERRANTE; FRANCOIS MATHIEU; STEVEN MCDONAGH; SAM COOK; SUSAN STEVENSON; DAS, TILAK; ANNESH KHETANI; TOM NEWMAN; FRED ZEILER; RICHARD DIGBY; JONATHAN P. COLES; DANIEL RUECKERT; DAVID K. MENON; NEWCOMBE, VIRGINIA F J; BEN GLOCKER

TBI Lesion Segmentation in Head CT: Impact of Preprocessing and Data Augmentation

International MICCAI Brainlesion Workshop

Lugar: Shenzhen; Año: 2019;

AGOSTINA J LARRAZABAL; CESAR MARTINEZ; ENZO FERRANTE

Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders

MICCAI 2019, 22th International Conference on Medical Image Computing and Computer Assisted Intervention

Lugar: Shenzen; Año: 2019;

NICOLÁS ROULET; DIEGO FERNANDEZ SLEZAK; ENZO FERRANTE

Joint Learning of Brain Lesion and Anatomy Segmentation from Heterogeneous Datasets

International Conference on Medical Imaging with Deep Learning

Lugar: Londres; Año: 2019;

ENZO FERRANTE; BEN GLOCKER; OZAN OKTAY; DIEGO MILONE

On the Adaptability of Unsupervised CNN-Based Deformable Image Registration to Unseen Image Domains

9th International Conference on Machine Learning in Medical Imaging (MLMI 2018 - MICCAI 2018) (In press)

Lugar: Granada; Año: 2018;

JUAN J. CERROLAZA; MATTHEW SINCLAIR; YUANWEI LI; ALBERTO GOMEZ; ENZO FERRANTE; JAQUELINE MATTHEW; CHANDNI GUPTA; CAROLINE L. KNIGHT; DANIEL RUECKERT

Deep learning with ultrasound physics for fetal skull segmentation

IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)

Lugar: Washington DC; Año: 2018;

ALEJANDRO DEBUS; ENZO FERRANTE * (FIRST CO-AUTHOR)

Left ventricle quantification through spatio-temporal CNNs

Statistical Atlases and Computational Modelling of the Heart Workshop

Lugar: Granada; Año: 2018;

ENZO FERRANTE; KONSTANTINOS KAMNITSAS; SAM COOK; JON COLES; VIRGINIA NEWCOMBE; DAVID MENON; DANIEL RUECKERT; BEN GLOCKER

Automatic TBI Lesion Segmentation in Anisotropic CT using Convolutional Neural Networks

Frontiers in TBI

Lugar: Londres; Año: 2017;

KONSTANTINOS KAMNITSAS; WENJIA BAI; ENZO FERRANTE; STEVEN MCDONAGH; MATTHIEW SINCLAIR; NICK PAWLOWSKI; MARTIN RAJCHL; MATTHEW LEE; BERNHARD KAINZ; DANIEL RUECKERT; BEN GLOCKER

Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation

International MICCAI Brainlesion Workshop

Lugar: Quebec City; Año: 2017;

ENZO FERRANTE * (FIRST CO-AUTHOR); PUNEET K DOKANIA * (FRIST CO-AUTHOR); RAFAEL MARINI SILVA; NIKOS PARAGIOS

Deformable Registration through Learning of Context-Specific Metric Aggregation

8th International Workshop on Machine Learning in Medical Imaging (MLMI 2017 - MICCAI 2017)

Lugar: Quebec City; Año: 2017;

SARAH PARISOT; SOFIA IRA KTENA; ENZO FERRANTE; MATTHEW LEE; RICARDO GUERRERO MORENO; BEN GLOCKER; DANIEL RUECKERT

Spectral Graph Convolutions for Population-based Disease Prediction

MICCAI 2017, 20th International Conference on Medical Image Computing and Computer Assisted Intervention

Lugar: Quebec City; Año: 2017;

SOFIA IRA KTENA; SARAH PARISOT; ENZO FERRANTE; MARTIN RAJCHL; MATTHEW LEE; BEN GLOCKER; DANIEL RUECKERT

Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain Networks

MICCAI 2017, 20th International Conference on Medical Image Computing and Computer Assisted Intervention

Lugar: Quebec City; Año: 2017;

KONSTANTINOS KAMNITSAS; ENZO FERRANTE; SARAH PARISOT; CHRISTIAN LEDIG; ADITYA NORI; ANTONIO CRIMINISI; DANIEL RUECKERT; BEN GLOCKER

DeepMedic on Brain Tumor Segmentation

BRAINLES 2016, Brain Lesions workshop (at MICCAI)

Lugar: Atenas; Año: 2016;

MAHSA SHAKERI * (FIRST CO-AUTHOR); STAVROS TSOGKAS * (FIRST CO-AUTHOR); ENZO FERRANTE; SARAH LIPPE; SAMUEL KADOURY; NIKOS PARAGIOS; IASONAS KOKKINOS

Sub-cortical brain structure segmentation using F-CNN'S

ISBI 2016, IEEE 13th International Symposium on Biomedical Imaging

Lugar: Praga; Año: 2016;

ROQUE PORCHETTO; FRANCO STRAMANA; NIKOS PARAGIOS; ENZO FERRANTE

Rigid Slice-To-Volume Medical Image Registration through Markov Random Fields

BAMBI 2016 (at MICCAI) Bayesian and grAphical Models for Biomedical Imaging, Second International Workshop

Lugar: Atenas; Año: 2016;

MAHSA SHAKERI * (FIRST CO-AUTHOR); ENZO FERRANTE * (FIRST CO-AUTHOR); STAVROS TSOGKAS; SARAH LIPPE; SAMUEL KADOURY; IASONAS KOKKINOS; NIKOS PARAGIOS

Prior-based Coregistration and Cosegmentation

MICCAI 2016, 19th International Conference on Medical Image Computing and Computer Assisted Intervention

Lugar: Atenas; Año: 2016;

ENZO FERRANTE; VIVIEN FECAMP; NIKOS PARAGIOS

Implicit planar and in-plane deformable mapping in medical images through high order graphs

ISBI 2015, IEEE 12th International Symposium on Biomedical Imaging

Lugar: New York; Año: 2015;

JOSE IGNACIO ORLANDO; HUGO LUIS MANTEROLA; ENZO FERRANTE; FEDERICO ARIEL

Arabidopsis roots segmentation based on morphological operations and CRFs

Escuela y Workshop Argentino en Ciencias de las Imágenes (ECImag)

Lugar: Buenos Aires; Año: 2014;

JOAN SOL RO; JUAN PABLO D'AMATO; ENZO FERRANTE

Optimización de Atlas de Textura Utilizando Compactación de Polígonos por Simulación Física

WAVi 2012, Tercer Workshop Argentino sobre Videojuegos

Lugar: Santa Fe; Año: 2013;

MANTEROLA HUGO LUIS; ORLANDO JOSÉ IGNACIO; FERRANTE ENZO; DEL FRESNO MARIANA

Extracción de objetos en imágenes médicas tridimensionales basada en características texturales

CAIS 2013 (JAIIO) 4to Congreso Argentino de Informatica y Salud

Lugar: Córdoba; Año: 2013;

MANTEROLA HUGO LUIS; ORLANDO JOSÉ IGNACIO; FERRANTE ENZO; DEL FRESNO MARIANA

Extracción de objetos en imágenes médicas tridimensionales basada en características texturales

CAIS 2013 (JAIIO) 4to Congreso Argentino de Informatica y Salud

Lugar: Córdoba; Año: 2013;

ENZO FERRANTE; NIKOS PARAGIOS

Non-rigid 2D-3D Medical Image Registration Using Markov Random Fields

MICCAI 2013, 16th International Conference on Medical Image Computing and Computer Assisted Intervention

Lugar: Nagoya; Año: 2013;

JOSE IGNACIO ORLANDO; ENZO FERRANTE; HUGO LUIS MANTEROLA; MARIANA DEL FRESNO

Un enfoque híbrido para la segmentación de tumores en MRI cerebrales

CAIS 2012 (JAIIO) 3er Congreso Argentino de Informática y Salud

Lugar: La Plata; Año: 2012;

VIRGINIA MAUCO; EMMANUEL MAGGIORI; LUCIANO GERVASONI; ENZO FERRANTE; LAURA FELICE

FOLST: A Didactic Tool to Support First Order Logic Semantics Learning

2nd International Conference on Future Computers in Education (ICFCE 2012)

Lugar: Shangai; Año: 2012;

ENZO FERRANTE; CRISTIAN GARCIA BAUZA; RICARDO SEGUNDO; MARCELO VENERE

Plataforma para el desarrollo de aplicaciones interactivas y Videojuegos SATVD-T

WAVi 2011, Segundo Workshop Argentino sobre Videojuegos

Lugar: Buenos Aires; Año: 2011;

ENZO FERRANTE; MARIANA DEL FRESNO; PEDRO ESCOBAR; JOSE MASSA

Segmentación de MRI aplicada al Análisis de la Evolución de Tumores en Series Temporalmente Espaciadas

CAIS 2011 (JAIIO) 2do Congreso Argentino de Informática y Salud

Lugar: Cordoba; Año: 2011;

ENZO FERRANTE

Clausula: Herramienta Didáctica para la Enseñanza de Lógica de Predicados de Primer Orden

JAIIO Concurso de Trabajos Estudiantiles EST 2009

Lugar: Mar del Plata; Año: 2009;

MARÍA VIRGINIA MAUCO; ENZO FERRANTE

Clausula: A Didactic Tool to Teach First Order Logic

ISECON 2009, Information Systems Education Conference

Lugar: Washington DC; Año: 2009;