Articles with public access mandates - Ismail Ben AyedLearn more
Available somewhere: 52
Boundary loss for highly unbalanced segmentation
H Kervadec, J Bouchtiba, C Desrosiers, E Granger, J Dolz, I Ben Ayed
Medical Image Analysis (MedIA), 2021
Mandates: Natural Sciences and Engineering Research Council of Canada
HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation
J Dolz, K Gopinath, J Yuan, H Lombaert, C Desrosiers, I Ben Ayed
IEEE Transactions on Medical Imaging (TMI), 2019
Mandates: Natural Sciences and Engineering Research Council of Canada
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study
J Dolz, C Desrosiers, I Ben Ayed
NeuroImage, 2018
Mandates: Natural Sciences and Engineering Research Council of Canada
Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses
J Rony, LG Hafemann, LS Oliveira, I Ben Ayed, R Sabourin, E Granger
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Mandates: Natural Sciences and Engineering Research Council of Canada, Fonds de …
Constrained-CNN losses for weakly supervised segmentation
H Kervadec, J Dolz, M Tang, E Granger, Y Boykov, I Ben Ayed
Medical Image Analysis (MedIA), 2019
Mandates: Natural Sciences and Engineering Research Council of Canada
Right Ventricle Segmentation From Cardiac MRI: A Collation Study
C Petitjean, MA Zuluaga, W Bai, JN Dacher, D Grosgeorge, J Caudron, ...
Medical Image Analysis (MedIA), 2015
Mandates: British Heart Foundation, UK Engineering and Physical Sciences Research …
Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge
L Wang, D Nie, G Li, É Puybareau, J Dolz, Q Zhang, F Wang, J Xia, Z Wu, ...
IEEE Transactions on Medical Imaging (TMI), 2019
Mandates: US National Institutes of Health
IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet
J Dolz, C Desrosiers, I Ben Ayed
MICCAI CSI Workshop, 2018
Mandates: Natural Sciences and Engineering Research Council of Canada
Source-Free Domain Adaptation for Image Segmentation
M Bateson, J Dolz, H Kervadec, H Lombaert, I Ben Ayed
Medical Image Analysis (MedIA), 2022
Mandates: US National Institutes of Health, Natural Sciences and Engineering Research …
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation
J Dolz, C Desrosiers, L Wang, J Yuan, D Shen, I Ben Ayed
Computerized Medical Imaging and Graphics (CMIG), 2020
Mandates: Natural Sciences and Engineering Research Council of Canada
Annotation-efficient deep learning for automatic medical image segmentation
S Wang, C Li, R Wang, Z Liu, M Wang, H Tan, Y Wu, X Liu, H Sun, R Yang, ...
Nature communications 12 (1), 5915, 2021
Mandates: Chinese Academy of Sciences, National Natural Science Foundation of China
Dense multi-path U-Net for ischemic stroke lesion segmentation in multiple image modalities
J Dolz, I Ben Ayed, C Desrosiers
MICCAI Brainlesion Workshop, 2018
Mandates: Natural Sciences and Engineering Research Council of Canada
Deep clustering: On the link between discriminative models and K-means
M Jabi, M Pedersoli, A Mitiche, I Ben Ayed
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Mandates: Natural Sciences and Engineering Research Council of Canada, Fonds de …
Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images
A Carass, JL Cuzzocreo, S Han, CR Hernandez-Castillo, PE Rasser, ...
Neuroimage, 2018
Mandates: US National Institutes of Health, Natural Sciences and Engineering Research …
Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks
J Dolz, X Xu, J Rony, J Yuan, Y Liu, E Granger, C Desrosiers, X Zhang, ...
Medical Physics, 2018
Mandates: Natural Sciences and Engineering Research Council of Canada, National …
Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision
H Kervadec, J Dolz, S Wang, E Granger, I Ben Ayed
Medical Imaging with Deep Learning (MIDL), 2020
Mandates: Natural Sciences and Engineering Research Council of Canada
Esophagus segmentation in CT via 3D fully convolutional neural network and random walk
T Fechter, S Adebahr, D Baltas, I Ben Ayed, C Desrosiers, J Dolz
Medical Physics, 2017
Mandates: Natural Sciences and Engineering Research Council of Canada
Constrained Deep Networks: Lagrangian Optimization via Log-Barrier Extensions
H Kervadec, J Dolz, J Yuan, C Desrosiers, E Granger, I Ben Ayed
European Signal Processing Conference (EUSIPCO), 2022
Mandates: Natural Sciences and Engineering Research Council of Canada
Quantitative Identification of Nonmuscle‐Invasive and Muscle‐Invasive Bladder Carcinomas: A Multiparametric MRI Radiomics Analysis
X Xu, X Zhang, Q Tian, H Wang, LB Cui, S Li, X Tang, B Li, J Dolz, ...
Journal of Magnetic Resonance Imaging (JMRI), 2018
Mandates: National Natural Science Foundation of China
State-of-the-art retinal vessel segmentation with minimalistic models
A Galdran, A Anjos, J Dolz, H Chakor, H Lombaert, I Ben Ayed
Scientific Reports 12 (1), 1-13, 2022
Mandates: European Commission
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