Enzo Ferrante

Enzo Ferrante

Enzo Ferrante

Universidad de Buenos Aires / ICC

Computer science Artificial intelligence Medicine Machine learning Pattern recognition (psychology)
5837
Citas
28
Índice h
50
i10-index

Artículos y Publicaciones

Remedying uncertainty representations in visual inference through Explaining-Away Variational Autoencoders

2026

IEEE Transactions on Pattern Analysis and Machine Intelligence

Citas: 1 Detalles

Multi-view hybrid graph convolutional network for volume-to-mesh reconstruction in cardiovascular MRI

2025

Medical Image Analysis

Citas: 5 Detalles

Open challenges on fairness of artificial intelligence in medical imaging applications

2025

Elsevier eBooks

Citas: 1 Detalles

The transcription factor NF ‐ YA10 determines the area explored by Arabidopsis thaliana roots and directly regulates LAZY genes

2025

The Plant Journal

Citas: 4 Detalles

Source Matters: Source Dataset Impact on Model Robustness in Medical Imaging

2025

Lecture notes in computer science

Citas: 8 Detalles

In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review

2025

Amelia Jiménez-Sánchez, Natalia-Rozalia Avlona, Sarah de Boer, Víctor M. Campello, Aasa Feragen, Enzo Ferrante, Melanie Ganz, Judy Wawira Gichoya, Camila González, Steff Groefsema, Alessa Hering, Ádám Hulmán, Leo Joskowicz, Dovile Juodelyte, Melih Kandemir, Thijs Kooi, Jorge del Pozo Lérida, Livie Yumeng Li, André G. C. Pacheco, Tim Rädsch, Mauricio Reyes, Théo Sourget, Bram van Ginneken, David Wen, Nina Weng, Jack Junchi Xu, Hubert Dariusz Zając, María A. Zuluaga, Veronika Cheplygina

Citas: 14 Detalles

Predicting cardiovascular disease risk using retinal optical coherence tomography imaging

2025

Frontiers in Artificial Intelligence

Citas: 3 Detalles

Towards reliable WMH segmentation under domain shift: An application study using maximum entropy regularization to improve uncertainty estimation

2025

Computers in Biology and Medicine

Citas: 3 Detalles

Fairness and Robustness of CLIP-Based Models for Chest X-Rays

2025

Lecture notes in computer science

Citas: 1 Detalles

Unsupervised ensemble-based phenotyping enhances discoverability of genes related to left-ventricular morphology

2024

Nature Machine Intelligence

Citas: 27 Detalles

ViG-Bias: Visually Grounded Bias Discovery and Mitigation

2024

Lecture notes in computer science

Citas: 2 Detalles

Fitting Skeletal Models via Graph-Based Learning

2024

Nicolás Gaggion, Enzo Ferrante, Beatriz Paniagua, Jared Vicory

Citas: 1 Detalles

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

2024

Scientific Data

Citas: 40 Detalles

Machine Learning for Moisture Retrieval Using Landsat and SAOCOM Images

2024

Reiman Alfonso Azcuy, Virginia Venturini, Elisabet Walker, Enzo Ferrante

Citas: 1 Detalles

Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation

2024

arXiv (Cornell University)

Citas: 6 Detalles

Domain Adaptation and Representation Transfer

2023

Lecture notes in computer science

Citas: 3 Detalles

Unsupervised Bias Discovery in Medical Image Segmentation

2023

Lecture notes in computer science

Citas: 2 Detalles

FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare

2023

arXiv (Cornell University)

Citas: 39 Detalles

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

2023

Epilepsia

Citas: 13 Detalles

Supervision by Denoising

2023

IEEE Transactions on Pattern Analysis and Machine Intelligence

Citas: 8 Detalles

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

2023

European Radiology

Citas: 8 Detalles

Multi-Center Anatomical Segmentation with Heterogeneous Labels Via Landmark-Based Models

2023

Nicolás Gaggion, Maria Vakalopoulou, Diego H. Milone, Enzo Ferrante

Citas: 7 Detalles

Maximum Entropy on Erroneous Predictions: Improving Model Calibration for Medical Image Segmentation

2023

Lecture notes in computer science

Citas: 7 Detalles

Machine learning in connectomics: from representation learning to model fitting

2023

Elsevier eBooks

Citas: 1 Detalles

Towards Unraveling Calibration Biases in Medical Image Analysis

2023

Lecture notes in computer science

Citas: 6 Detalles

Addressing fairness in artificial intelligence for medical imaging

2022

Nature Communications

Citas: 206 Detalles

Improving Anatomical Plausibility in Medical Image Segmentation via Hybrid Graph Neural Networks: Applications to Chest X-Ray Analysis

2022

IEEE Transactions on Medical Imaging

Citas: 69 Detalles

Orthogonal Ensemble Networks for Biomedical Image Segmentation

2021

Lecture notes in computer science

Citas: 2 Detalles

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

2021

IEEE Journal of Biomedical and Health Informatics

Citas: 18 Detalles

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

2021

Lecture notes in computer science

Citas: 15 Detalles

Inteligencia artificial y sesgos algorítmicos: ¿Por qué deberían importarnos?

2021

Nueva sociedad

Citas: 2 Detalles

Hybrid graph convolutional neural networks for landmark-based anatomical segmentation

2021

arXiv (Cornell University)

Citas: 9 Detalles

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

2021

Network Neuroscience

Citas: 3 Detalles

AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design

2021

IEEE Transactions on Medical Imaging

Citas: 55 Detalles

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

2021

GigaScience

Citas: 1 Detalles

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

2020

Lecture notes in computer science

Citas: 12 Detalles

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

2020

Lecture notes in computer science

Citas: 2 Detalles

Learning deformable registration of medical images with anatomical constraints

2020

Neural Networks

Citas: 91 Detalles

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

2020

The Lancet Digital Health

Citas: 164 Detalles

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

2020

bioRxiv (Cold Spring Harbor Laboratory)

Citas: 41 Detalles

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis

2020

Lecture notes in computer science

Citas: 40 Detalles

Post-DAE: Anatomically Plausible Segmentation via Post-Processing With Denoising Autoencoders

2020

IEEE Transactions on Medical Imaging

Citas: 1 Detalles

Cranial Implant Design via Virtual Craniectomy with Shape Priors

2020

Lecture notes in computer science

Citas: 3 Detalles

Unsupervised domain adaptation via CycleGAN for white matter hyperintensity segmentation in multicenter MR images

2020

Julián Alberto Palladino, Diego Fernández Slezak, Enzo Ferrante

Citas: 4 Detalles

Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis

2020

Proceedings of the National Academy of Sciences

Citas: 673 Detalles

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

2019

Scientific Reports

Citas: 4 Detalles

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

2019

Lecture notes in computer science

Citas: 1 Detalles

Weakly Supervised Learning of Metric Aggregations for Deformable Image Registration

2019

CONICET Digital (CONICET)

Citas: 15 Detalles

Joint Learning of Brain Lesion and Anatomy Segmentation from Heterogeneous Datasets

2019

arXiv (Cornell University)

Citas: 5 Detalles

Left ventricle quantification through spatio-temporal CNNs

2018

arXiv (Cornell University)

Citas: 5 Detalles

Unsupervised Lesion Detection in Brain CT using Bayesian Convolutional Autoencoders

2018

Nick Pawlowski, Matthew Chung Hai Lee, Martin Rajchl, Steven McDonagh, Enzo Ferrante, Konstantinos Kamnitsas, Sam F Cooke, Susan Stevenson, Aneesh Khetani, Tom Newman, Frederick A. Zeiler, Richard Digby, Jonathan Coles, Daniel Rueckert, David Menon, Virginia Newcombe, Ben Glocker

Citas: 87 Detalles

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

2018

Lecture notes in computer science

Citas: 45 Detalles

Deep learning with ultrasound physics for fetal skull segmentation

2018

Juan J. Cerrolaza, Matthew Sinclair, Yuanwei Li, Alberto Gómez, Enzo Ferrante, Jaqueline Matthew, Chandni Gupta, Caroline L. Knight, Daniel Rueckert

Citas: 40 Detalles

Graphs in Biomedical Image Analysis and Integrating Medical Imaging and Non-Imaging Modalities

2018

Lecture notes in computer science

Citas: 17 Detalles

Segmentación multi-atlas de imágenes médicas con selección de atlas inteligente y control de calidad automático

2018

El Servicio de Difusión de la Creación Intelectual (National University of La Plata)

Citas: 1 Detalles

Disease prediction using graph convolutional networks: Application to Autism Spectrum Disorder and Alzheimer’s disease

2018

Medical Image Analysis

Citas: 798 Detalles

Spectral Graph Convolutions for Population-Based Disease Prediction

2017

Lecture notes in computer science

Citas: 230 Detalles

Slice-to-volume medical image registration: A survey

2017

Medical Image Analysis

Citas: 183 Detalles

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

2017

IEEE Transactions on Medical Imaging

Citas: 748 Detalles

Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation

2017

arXiv (Cornell University)

Citas: 60 Detalles

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

2017

arXiv (Cornell University)

Citas: 27 Detalles

Graph-Based Slice-to-Volume Deformable Registration

2017

International Journal of Computer Vision

Citas: 8 Detalles

Metric learning with spectral graph convolutions on brain connectivity networks

2017

NeuroImage

Citas: 387 Detalles

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

2017

Lecture notes in computer science

Citas: 14 Detalles

Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics

2017

Lecture notes in computer science

Citas: 11 Detalles

Deformable Registration Through Learning of Context-Specific Metric Aggregation

2017

Lecture notes in computer science

Citas: 17 Detalles

(Hyper)-graphical models in biomedical image analysis

2016

Medical Image Analysis

Citas: 21 Detalles

DeepMedic for Brain Tumor Segmentation

2016

Lecture notes in computer science

Citas: 321 Detalles

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

2016

HAL (Le Centre pour la Communication Scientifique Directe)

Citas: 4 Detalles

Prior-Based Coregistration and Cosegmentation

2016

Lecture notes in computer science

Citas: 7 Detalles

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

2015

Enzo Ferrante, Vivien Fécamp, Nikos Paragios

Citas: 5 Detalles

Slice-to-volume deformable registration: efficient one-shot consensus between plane selection and in-plane deformation

2015

International Journal of Computer Assisted Radiology and Surgery

Citas: 16 Detalles

Educational Software for First Order Logic Semantics in Introductory Logic Courses

2014

María Virginia Mauco, Enzo Ferrante, Laura Felice

Citas: 2 Detalles

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

2013

Lecture notes in computer science

Citas: 28 Detalles

Clausula: A Didactic Tool to Teach First Order Logic

2011

María Virginia Mauco, Enzo Ferrante, Facultad Cs. Exactas

Citas: 2 Detalles

Respiratory Parameters in Traffic Policemen Exposed to Urban Pollution

2010

European Journal of Inflammation

Citas: 12 Detalles

Influence of Inspiratory Flow Rate on the Bronchial Response to Ultrasonic Mist of Distilled Water in Asthmatic Patients

2009

Respiration

Citas: 6 Detalles

Factors Affecting Variations in Pulmonary Diffusing Capacity Resulting from Postural Changes

2009

Respiration

Citas: 13 Detalles

[Meta-analysis of respiratory function of workers exposed to asbestos].

2009

PubMed

Citas: 10 Detalles

Associations between Atopy, Asthma History, Respiratory Function and Non-Specific Bronchial Hyperresponsiveness in Unselected Young Asthmatics

2009

Respiration

Citas: 8 Detalles

Undertreatment of bronchial asthma in a nonselected population

1998

Journal of Allergy and Clinical Immunology

Citas: 4 Detalles

Prevalence of Sinusitis in Young Asthmatics and Its Relation to Bronchial Asthma

1998

Military Medicine

Citas: 9 Detalles

Effects of a filter at the mouth on pulmonary function tests

1995

European Respiratory Journal

Citas: 20 Detalles

Bronchial Asthma: Still an Inadequately Assessed and Improperly Treated Disease

1994

Journal of Asthma

Citas: 10 Detalles

The Relationship between Sporting Activity and Smoking Habits in Young Adults

1993

Military Medicine

Citas: 6 Detalles

The relationship between allergy, clinical symptoms and bronchial responsiveness in atopic dermatitis.

1992

PubMed

Citas: 11 Detalles

Antral gastrin cell hyperfunction in children

1991

Gastroenterology

Citas: 23 Detalles

[The measurement of bronchial hyperreactivity for military service fitness].

1991

PubMed

Citas: 2 Detalles

Reference values for essential and toxic elements in human milk.

1990

PubMed

Citas: 30 Detalles

Bronchial hyperresponsiveness in atopic dermatitis

1989

Allergy

Citas: 30 Detalles

Bilateral Rhabdomyomatous Tumor Relapsed as Typical Triphasic Wilms’ Tumor

1987

Tumori Journal

Citas: 4 Detalles

11p13 Deletion and Reduced RBC Catalase in a Patient with Aniridia, Glaucoma and Bilateral Wilms’ Tumor

1985

Tumori Journal

Citas: 8 Detalles