Skip to Main Content

Author Details

Enzo Ferrante
Instituto de Investigacion en Senales
2013
23
11
PMIDPaper TitleJournal TitlePublished Year
37650967Assessing robustness and generalization of a deep neural network for brain MS lesion segmentation on real-world data.Eur Radiol2024
36423313Improving Anatomical Plausibility in Medical Image Segmentation via Hybrid Graph Neural Networks: Applications to Chest X-Ray Analysis.IEEE Trans Med Imaging2023
37505997Supervision by Denoising.IEEE Trans Pattern Anal Mach Intell2023
37243362Deep net detection and onset prediction of electrographic seizure patterns in responsive neurostimulation.Epilepsia2023
35933408Addressing fairness in artificial intelligence for medical imaging.Nat Commun2022
36605888Bridging physiological and perceptual views of autism by means of sampling-based Bayesian inference.Netw Neurosci2022
34282452ChronoRoot: High-throughput phenotyping by deep segmentation networks reveals novel temporal parameters of plant root system architecture.Gigascience2021
33684050Left Ventricle Quantification Challenge: A Comprehensive Comparison and Evaluation of Segmentation and Regression for Mid-Ventricular Short-Axis Cardiac MR Data.IEEE J Biomed Health Inform2021
34927190On the relationship between research parasites and fairness in machine learning: challenges and opportunities.Gigascience2021
33939608AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design.IEEE Trans Med Imaging2021
32457147Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis.Proc Natl Acad Sci U S A2020
32035306Learning deformable registration of medical images with anatomical constraints.Neural Netw2020
33328125Multiclass semantic segmentation and quantification of traumatic brain injury lesions on head CT using deep learning: an algorithm development and multicentre validation study.Lancet Digit Health2020
32746125Post-DAE: Anatomically Plausible Segmentation via Post-Processing With Denoising Autoencoders.IEEE Trans Med Imaging2020
31462651Hierarchical Template Matching for 3D Myocardial Tracking and Cardiac Strain Estimation.Sci Rep2019
30207969Weakly Supervised Learning of Metric Aggregations for Deformable Image Registration.IEEE J Biomed Health Inform2019
28961105Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation.IEEE Trans Med Imaging2018
29890408Disease prediction using graph convolutional networks: Application to Autism Spectrum Disorder and Alzheimer's disease.Med Image Anal2018
29278772Metric learning with spectral graph convolutions on brain connectivity networks.Neuroimage2018
28482198Slice-to-volume medical image registration: A survey.Med Image Anal2017
27377331(Hyper)-graphical models in biomedical image analysis.Med Image Anal2016
25900342Slice-to-volume deformable registration: efficient one-shot consensus between plane selection and in-plane deformation.Int J Comput Assist Radiol Surg2015
24505757Non-rigid 2D-3D medical image registration using markov random fields.Med Image Comput Comput Assist Interv2013
  • 1 - 23 of 23

Recommended Authors

Shadi Albarqouni
Technical University of Munich, Johns Hopkins University
Career Start Year 2016
Number of shared co-authors 2
Hao Chen
The Hong Kong University of Science and Technology
Career Start Year 2015
Number of shared co-authors 2
Qi Dou
The Chinese University of Hong Kong
Career Start Year 2013
Number of shared co-authors 3
Andrew J Plassard
Vanderbilt University
Career Start Year 2012
Number of shared co-authors 0
Patrick McClure
National Institute of Mental Health
Career Start Year 2011
Number of shared co-authors 0
Holger R Roth
NVIDIA Corporation
Career Start Year 2010
Number of shared co-authors 1
Joyita Dutta
University of Massachusetts Amherst
Career Start Year 2009
Number of shared co-authors 1
John A Bogovic
Howard Hughes Medical Institute
Career Start Year 2008
Number of shared co-authors 0
Jayashree Kalpathy-Cramer
Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital
Career Start Year 2007
Number of shared co-authors 4
Samuel Kadoury
Centre de recherche du Centre Hospitalier de l'Universite de Montreal
Career Start Year 2007
Number of shared co-authors 0
Daniel J Tward
University of California at Los Angeles
Career Start Year 2007
Number of shared co-authors 0
Fan Zhang
Affiliated Brain Hospital of Guangzhou Medical University
Career Start Year 2006
Number of shared co-authors 1
Marius George Linguraru
George Washington University School of Medicine and Health Sciences
Career Start Year 2004
Number of shared co-authors 3
Bennett A Landman
Vanderbilt University
Career Start Year 2004
Number of shared co-authors 2
Mert R Sabuncu
Cornell University and Cornell Tech
Career Start Year 2004
Number of shared co-authors 4
Dinggang Shen
ShanghaiTech University.
Career Start Year 2001
Number of shared co-authors 1
Dorin Comaniciu
Siemens Healthineers
Career Start Year 2000
Number of shared co-authors 0
Nicholas J Tustison
University of Virginia
Career Start Year 2000
Number of shared co-authors 3
Boudewijn P F Lelieveldt
Leiden University Medical Center
Career Start Year 1999
Number of shared co-authors 2
Pheng-Ann Heng
The Chinese University of Hong Kong
Career Start Year 1999
Number of shared co-authors 7
Koen Van Leemput
Technical University of Denmark
Career Start Year 1999
Number of shared co-authors 5
Ali Kamen
Siemens Healthineers
Career Start Year 1998
Number of shared co-authors 1
William M Wells
Brigham and Women's Hospital
Career Start Year 1994
Number of shared co-authors 4
Anand Rangarajan
Ann & Robert H. Lurie Children's Hospital of Chicago
Career Start Year 1993
Number of shared co-authors 1
James C Gee
University of Pennsylvania
Career Start Year 1993
Number of shared co-authors 2
Andrew F Laine
Columbia University
Career Start Year 1992
Number of shared co-authors 1
Christos Davatzikos
University of Pennsylvania
Career Start Year 1992
Number of shared co-authors 2
Georg Langs
Medical University of Vienna
Career Start Year 1991
Number of shared co-authors 3
Mirza Faisal Beg
Simon Fraser University
Career Start Year 1987
Number of shared co-authors 1
Guillermo Sapiro
Duke University
Career Start Year 1969
Number of shared co-authors 0

Collaborators

Ben Glocker
Imperial College London
Co-authored papers 7
Matthew Lee
Imperial College London
Co-authored papers 2
Lihong Liu
Co-authored papers 1
Bjoern H Menze
Technische Universitat Munchen, University of Zurich
Co-authored papers 1
Yeonggul Jang
CONNECT-AI Research Center, Yonsei University College of Medicine, Yonsei University
Co-authored papers 1
Shuo Li
Co-authored papers 1
Wufeng Xue
Shenzhen University
Co-authored papers 1
Wenjun Yan
The First Affiliated Hospital of Zhengzhou University
Co-authored papers 1
Antonio de Marvao
Co-authored papers 1
Quanzheng Li
Massachusetts General Hospital
Co-authored papers 1
Jiahui Li
Co-authored papers 1
Vicente Grau
University
Co-authored papers 1
Polina Golland
Massachusetts Institute of Technology
Co-authored papers 1
Jin Ma
Co-authored papers 1
Fumin Guo
University of Toronto
Co-authored papers 1
Vasileios Kokkinos
Feinberg School of Medicine, Northwestern University, Northwestern Memorial Hospital
Co-authored papers 1
Alejandro Debus
Co-authored papers 1
Georgios Tziritas
Co-authored papers 1
Guanyu Yang
Southeast University
Co-authored papers 1
Mireille Garreau
Inserm
Co-authored papers 1
Declan P O'Regan
Co-authored papers 1
Dieter Schmalstieg
Co-authored papers 1
Timothy J W Dawes
Co-authored papers 1
Ilkay Oksuz
Istanbul Technical University
Co-authored papers 1
Gord von Campe
Medical University of Graz
Co-authored papers 1
Hao Xu
King's College London
Co-authored papers 1
Angelica Atehortua
Co-authored papers 1
David K Menon
University of Cambridge
Co-authored papers 1
Elias Grinias
Co-authored papers 1
James R Clough
King's College London
Co-authored papers 1
Release 1.2