Ben Ayed I - Search Results

1

Comparing fully automated state-of-the-art cerebellum parcellation from magnetic resonance images.

Carass A, Cuzzocreo JL, Han S, Hernandez-Castillo CR, Rasser PE, Ganz M, Beliveau V, Dolz J, Ben Ayed I, Desrosiers C, Thyreau B, Romero JE, Coupé P, Manjón JV, Fonov VS, Collins DL, Ying SH, Onyike CU, Crocetti D, Landman BA, Mostofsky SH, Thompson PM, Prince JL. Carass A, et al. Among authors: ben ayed i. Neuroimage. 2018 Dec;183:150-172. doi: 10.1016/j.neuroimage.2018.08.003. Epub 2018 Aug 9. Neuroimage. 2018. PMID: 30099076 Free PMC article.

2

3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study.

Dolz J, Desrosiers C, Ben Ayed I. Dolz J, et al. Among authors: ben ayed i. Neuroimage. 2018 Apr 15;170:456-470. doi: 10.1016/j.neuroimage.2017.04.039. Epub 2017 Apr 24. Neuroimage. 2018. PMID: 28450139 Review.

3

Esophagus segmentation in CT via 3D fully convolutional neural network and random walk.

Fechter T, Adebahr S, Baltas D, Ben Ayed I, Desrosiers C, Dolz J. Fechter T, et al. Among authors: ben ayed i. Med Phys. 2017 Dec;44(12):6341-6352. doi: 10.1002/mp.12593. Epub 2017 Oct 23. Med Phys. 2017. PMID: 28940372

4

Multiregion segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks.

Dolz J, Xu X, Rony J, Yuan J, Liu Y, Granger E, Desrosiers C, Zhang X, Ben Ayed I, Lu H. Dolz J, et al. Among authors: ben ayed i. Med Phys. 2018 Dec;45(12):5482-5493. doi: 10.1002/mp.13240. Epub 2018 Nov 8. Med Phys. 2018. PMID: 30328624

5

HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation.

Dolz J, Gopinath K, Yuan J, Lombaert H, Desrosiers C, Ben Ayed I. Dolz J, et al. Among authors: ben ayed i. IEEE Trans Med Imaging. 2019 May;38(5):1116-1126. doi: 10.1109/TMI.2018.2878669. Epub 2018 Oct 30. IEEE Trans Med Imaging. 2019. PMID: 30387726

6

Constrained-CNN losses for weakly supervised segmentation.

Kervadec H, Dolz J, Tang M, Granger E, Boykov Y, Ben Ayed I. Kervadec H, et al. Among authors: ben ayed i. Med Image Anal. 2019 May;54:88-99. doi: 10.1016/j.media.2019.02.009. Epub 2019 Feb 13. Med Image Anal. 2019. PMID: 30851541

7

Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation.

Dolz J, Desrosiers C, Wang L, Yuan J, Shen D, Ben Ayed I. Dolz J, et al. Among authors: ben ayed i. Comput Med Imaging Graph. 2020 Jan;79:101660. doi: 10.1016/j.compmedimag.2019.101660. Epub 2019 Nov 15. Comput Med Imaging Graph. 2020. PMID: 31785402

8

Discretely-constrained deep network for weakly supervised segmentation.

Peng J, Kervadec H, Dolz J, Ben Ayed I, Pedersoli M, Desrosiers C. Peng J, et al. Among authors: ben ayed i. Neural Netw. 2020 Oct;130:297-308. doi: 10.1016/j.neunet.2020.07.011. Epub 2020 Jul 18. Neural Netw. 2020. PMID: 32721843

9

Non-uniform Label Smoothing for Diabetic Retinopathy Grading from Retinal Fundus Images with Deep Neural Networks.

Galdran A, Chelbi J, Kobi R, Dolz J, Lombaert H, Ben Ayed I, Chakor H. Galdran A, et al. Among authors: ben ayed i. Transl Vis Sci Technol. 2020 Jun 30;9(2):34. doi: 10.1167/tvst.9.2.34. eCollection 2020 Jun. Transl Vis Sci Technol. 2020. PMID: 32832207 Free PMC article.

10

Boundary loss for highly unbalanced segmentation.

Kervadec H, Bouchtiba J, Desrosiers C, Granger E, Dolz J, Ben Ayed I. Kervadec H, et al. Among authors: ben ayed i. Med Image Anal. 2021 Jan;67:101851. doi: 10.1016/j.media.2020.101851. Epub 2020 Oct 6. Med Image Anal. 2021. PMID: 33080507

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