Ismail Ben Ayed

Boundary loss for highly unbalanced segmentation

Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers et al. · Medical Image Analysis · 2020 · 459 citations · Full text

Computing, Computer Science, Biomedical Imaging +12

Constrained-CNN losses for weakly supervised segmentation

Hoel Kervadec, José Dolz, Meng Tang et al. · Medical Image Analysis · 2019 · 282 citations · Full text

Computing, Computer Science, Computer Vision +10

Right ventricle segmentation from cardiac MRI: A collation study

Caroline Petitjean, María A. Zuluaga, Wenjia Bai et al. · Medical Image Analysis · 2014 · 242 citations

Medicine, Cardiology, Radiology +16

Multiregion Image Segmentation by Parametric Kernel Graph Cuts

Mohamed Ben Salah, Amar Mitiche, Ismail Ben Ayed · IEEE Transactions on Image Processing · 2010 · 213 citations

Computing, Computer Science, Biomedical Imaging +14

Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge

Li Wang, Dong Nie, Guannan Li et al. · IEEE Transactions on Medical Imaging · 2019 · 199 citations · Full text

Medicine, Neuroscience, Radiology +17