GAGGION, NICOLÁS; MOSQUERA, CANDELARIA; MANSILLA, LUCAS; SAIDMAN, JULIA MARIEL; AINESEDER, MARTINA; MILONE, DIEGO H.; FERRANTE, ENZO

CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray images

Scientific Data; Año: 2024 vol. 11

RODRIGO BONAZZOLA; ENZO FERRANTE; NISHANT RAVIKUMAR; YAN XIA; BERNARD KEAVNEY; SVEN PLEIN; TANVEER SYEDA-MAHMOOD; ALEJANDRO F. FRANGI

Unsupervised ensemble-based phenotyping helps enhance the discoverability of genes related to heart morphology

Nature Machine Intelligence; Año: 2024

LUCAS MANSILLA; ESTANISLAO CLAUCICH; RODRIGO ECHEVESTE; DIEGO MILONE; ENZO FERRANTE

Demographically-Informed Prediction Discrepancy Index: Early Warnings of Demographic Biases for Unlabeled Populations

Transactions on Machine Learning Research; Año: 2024

SEAN YOUNG; ADRIAN DALCA; ENZO FERRANTE; POLINA GOLAND; CHRISTOPHER METZLER; BRUCE FISCHL; JUAN EUGENIO IGLESIAS

Supervision by Denoising

IEEE Transactions on Pattern Analysis and Machine Intelligence; Año: 2023

HERNÁN CHAVES; MARIA M SERRA; DIEGO SHALOM; FERNANDA RUEDA; EMILIA OSA SANZ; NADIA STEFANOFF; SOFIA RODRIGUEZ MURUA; MARTIN E ACOSTA; FELIPE KITAMURA; PAULINA YAÑEZ; CLAUDIA CEJAS; JORGE CORREALE; ENZO FERRANTE; DIEGO FERNANDEZ SLEZAK; MAURICIO FAREZ

Assessing robustness and generalization of a deep neural network for brain MS lesion segmentation on real-world data

European Radiology; Año: 2023 vol. 34 p. 2024 - 2035

PETERSON, VICTORIA; KOKKINOS, VASILEIOS; FERRANTE, ENZO; WALTON, ASHLEY; MERK, TIMON; HADANNY, AMIR; SARAVANAN, VARUN; SISTERSON, NATHANIEL; ZAHER, NAOIR; URBAN, ALEXANDRA; RICHARDSON, R. MARK

Deep net detection and onset prediction of electrographic seizure patterns in responsive neurostimulation

EPILEPSIA; Año: 2023

MARIA AGUSTINA RICCI LARA; RODRIGO ECHEVESTE; ENZO FERRANTE

Addressing fairness in artificial intelligence for medical imaging

NATURE COMMUNICATIONS; Año: 2022

ECHEVESTE, RODRIGO; FERRANTE, ENZO; MILONE, DIEGO H.; SAMENGO, INÉS

Bridging physiological and perceptual views of autism by means of sampling-based Bayesian inference

Network Neuroscience; Año: 2022 vol. 6 p. 196 - 212

GAGGION, NICOLÁS; MANSILLA, LUCAS; CANDELARIA MOSQUERA; DIEGO MILONE; ENZO FERRANTE

Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis

IEEE TRANSACTION ON MEDICAL IMAGING; Lugar: Albuquerque; Año: 2022

NICOLAS NIETO; AGOSTINA LARRAZABAL; VICTORIA PETERSON; DIEGO MILONE; ENZO FERRANTE

On the relationship between research parasites and fairness in machine learning: challenges and opportunities

Gigascience; Lugar: Oxford; Año: 2022

GAGGION, NICOLÁS; ARIEL, FEDERICO; DARIC, VLADIMIR; LAMBERT, ÉRIC; LEGENDRE, SIMON; ROULÉ, THOMAS; CAMOIRANO, ALEJANDRA; MILONE, DIEGO H.; CRESPI, MARTIN; BLEIN, THOMAS; FERRANTE, ENZO

ChronoRoot: High-throughput phenotyping by deep segmentation networks reveals novel temporal parameters of plant root system architecture

GigaScience; Lugar: Oxford; Año: 2021 vol. 10

XUE, WUFENG; LI, JIAHUI; HU, ZHIQIANG; KERFOOT, ERIC; CLOUGH, JAMES; OKSUZ, ILKAY; XU, HAO; GRAU, VICENTE; GUO, FUMIN; NG, MATTHEW; LI, XIANG; LI, QUANZHENG; LIU, LIHONG; MA, JIN; GRINIAS, ELIAS; TZIRITAS, GEORGIOS; YAN, WENJUN; ATEHORTUA, ANGELICA; GARREAU, MIREILLE; JANG, YEONGGUL; DEBUS, ALEJANDRO; FERRANTE, ENZO; YANG, GUANYU; HUA, TIANCONG; LI, SHUO

Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data

IEEE Journal of Biomedical and Health Informatics; Año: 2021

LI, JIANNING; PIMENTEL, PEDRO; SZENGEL, ANGELIKA; EHLKE, MORITZ; LAMECKER, HANS; ZACHOW, STEFAN; ESTACIO, LAURA; DOENITZ, CHRISTIAN; RAMM, HEIKO; SHI, HAOCHEN; CHEN, XIAOJUN; MATZKIN, FRANCO; NEWCOMBE, VIRGINIA; FERRANTE, ENZO; JIN, YUAN; ELLIS, DAVID G.; AIZENBERG, MICHELE R.; HEROUT, ADAM; MAINPRIZE, JAMES G.; FISHMAN, ZACHARY; HARDISTY, MICHAEL R.; BAYAT, AMIRHOSSEIN; SHIT, SUPROSANNA; WANG, BOMIN; LIU, ZHI; EDER, MATTHIAS; PEPE, ANTONIO; GSAXNER, CHRISTINA; ALVES, VICTOR; ZEFFERER, ULRIKE; VON CAMPE, GORD; PISTRACHER, KARIN; SCHAFER, UTE; SCHMALSTIEG, DIETER; MENZE, BJOERN H.; GLOCKER, BEN; EGGER, JAN

AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design

IEEE TRANSACTION ON MEDICAL IMAGING; Lugar: Albuquerque; Año: 2021

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

Learning deformable registration of medical images with anatomical constraints (IF 5.785)

NEURAL NETWORKS; Año: 2020 vol. 124 p. 269 - 279

MONTEIRO, MIGUEL; NEWCOMBE, VIRGINIA F J; MATHIEU, FRANCOIS; ADATIA, KRISHMA; KAMNITSAS, KONSTANTINOS; ENZO FERRANTE; DAS, TILAK; WHITEHOUSE, DANIEL; RUECKERT, DANIEL; MENON, DAVID K; GLOCKER, BEN

Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study

The Lancet Digital Health; Año: 2020

LARRAZABAL, AGOSTINA J.; NIETO, NICOLÁS; PETERSON, VICTORIA; MILONE, DIEGO H.; FERRANTE, ENZO

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; Año: 2020

BHALODIYA, JAYENDRA M.; PALIT, ARNAB; FERRANTE, ENZO; TIWARI, MANOJ K.; BHUDIA, SUNIL K.; ARVANITIS, THEODOROS N.; WILLIAMS, MARK A.

Hierarchical Template Matching for 3D Myocardial Tracking and Cardiac Strain Estimation

Scientific Reports; Año: 2019 vol. 9

FERRANTE, ENZO; DOKANIA, PUNEET KUMAR; SILVA, RAFAEL MARINI; PARAGIOS, NIKOS

Weakly Supervised Learning of Metric Aggregations for Deformable Image Registration

IEEE Journal of Biomedical and Health Informatics; Año: 2019 vol. 23 p. 1374 - 1384

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

Metric learning with spectral graph convolutions on brain connectivity networks

JOURNAL NEUROIMAG; Año: 2018 vol. 169 p. 431 - 442

OKTAY, OZAN; FERRANTE, ENZO; KAMNITSAS, KONSTANTINOS; HEINRICH, MATTIAS; BAI, WENJIA; CABALLERO, JOSE; COOK, STUART A.; DE MARVAO, ANTONIO; DAWES, TIMOTHY; O'REGAN, DECLAN P.; KAINZ, BERNHARD; GLOCKER, BEN; RUECKERT, DANIEL

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

IEEE TRANSACTION ON MEDICAL IMAGING; Año: 2018 vol. 37 p. 384 - 395

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

Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer’s Disease

MEDICAL IMAGE ANALYSIS; Año: 2018

FERRANTE, ENZO; PARAGIOS, NIKOS

Slice-to-volume medical image registration: A survey

MEDICAL IMAGE ANALYSIS; Año: 2017 vol. 39 p. 101 - 123

FERRANTE, ENZO; PARAGIOS, NIKOS

Graph-Based Slice-to-Volume Deformable Registration

INTERNATIONAL JOURNAL OF COMPUTER VISION; Año: 2017

NIKOS PARAGIOS; ENZO FERRANTE; BEN GLOCKER; NIKOS KOMODAKIS; SARAH PARISOT; EVANGELIA ZACHARAKI

(Hyper)-Graphical Models in Biomedical Image Analysis

MEDICAL IMAGE ANALYSIS; Lugar: Amsterdam; Año: 2016 vol. 33 p. 102 - 106

ENZO FERRANTE; VIVIEN FECAMP; NIKOS PARAGIOS

Slice-to-Volume Deformable Registration: Efficient one shot consensus between plane selection and in-plane deformation

International Journal of Computer Assisted Radiology and Surgery (IJCARS); Lugar: Berlin; Año: 2015 vol. 10 p. 791 - 800

VIRGINIA MAUCO; ENZO FERRANTE; LAURA FELICE

Educational Software for First Order Logic Semantics in Introductory Logic Courses

Information Systems Education Journal (ISDEJ); Lugar: Wilmington; Año: 2014 vol. 12 p. 15 - 23

ENZO FERRANTE; MARIANA DEL FRESNO; JUAN D'AMATO; MARCELO VENERE

Detección y Reconstrucción de Geometrías a Partir de Imágenes de Resonancia Magnética para Seguimiento de Tumores

MECANICA COMPUTACIONAL; Lugar: Rosario; Año: 2011 vol. 30 p. 1903 - 1914