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Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
Bernard O, Lalande A, Zotti C, Cervenansky F, Yang X, Heng PA, Cetin I, Lekadir K, Camara O, Gonzalez Ballester MA, Sanroma G, Napel S, Petersen S, Tziritas G, Grinias E, Khened M, Kollerathu VA, Krishnamurthi G, Rohe MM, Pennec X, Sermesant M, Isensee F, Jager P, Maier-Hein KH, Full PM, Wolf I, Engelhardt S, Baumgartner CF, Koch LM, Wolterink JM, Isgum I, Jang Y, Hong Y, Patravali J, Jain S, Humbert O, Jodoin PM. Bernard O, et al. Among authors: jodoin pm. IEEE Trans Med Imaging. 2018 Nov;37(11):2514-2525. doi: 10.1109/TMI.2018.2837502. Epub 2018 May 17. IEEE Trans Med Imaging. 2018. PMID: 29994302
Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography.
Leclerc S, Smistad E, Pedrosa J, Ostvik A, Cervenansky F, Espinosa F, Espeland T, Berg EAR, Jodoin PM, Grenier T, Lartizien C, Dhooge J, Lovstakken L, Bernard O. Leclerc S, et al. Among authors: jodoin pm. IEEE Trans Med Imaging. 2019 Sep;38(9):2198-2210. doi: 10.1109/TMI.2019.2900516. Epub 2019 Feb 22. IEEE Trans Med Imaging. 2019. PMID: 30802851
Cardiac Segmentation With Strong Anatomical Guarantees.
Painchaud N, Skandarani Y, Judge T, Bernard O, Lalande A, Jodoin PM. Painchaud N, et al. Among authors: jodoin pm. IEEE Trans Med Imaging. 2020 Nov;39(11):3703-3713. doi: 10.1109/TMI.2020.3003240. Epub 2020 Oct 28. IEEE Trans Med Imaging. 2020. PMID: 32746116
Echocardiography Segmentation With Enforced Temporal Consistency.
Painchaud N, Duchateau N, Bernard O, Jodoin PM. Painchaud N, et al. Among authors: jodoin pm. IEEE Trans Med Imaging. 2022 Oct;41(10):2867-2878. doi: 10.1109/TMI.2022.3173669. Epub 2022 Sep 30. IEEE Trans Med Imaging. 2022. PMID: 35533176
3D segmentation of abdominal aorta from CT-scan and MR images.
Duquette AA, Jodoin PM, Bouchot O, Lalande A. Duquette AA, et al. Among authors: jodoin pm. Comput Med Imaging Graph. 2012 Jun;36(4):294-303. doi: 10.1016/j.compmedimag.2011.12.001. Epub 2012 Jan 17. Comput Med Imaging Graph. 2012. PMID: 22257909
Left-Ventricle Segmentation of SPECT Images of Rats.
Jodoin PM, Pinheiro F, Oudot A, Lalande A. Jodoin PM, et al. IEEE Trans Biomed Eng. 2015 Sep;62(9):2260-2268. doi: 10.1109/TBME.2015.2422263. Epub 2015 Apr 13. IEEE Trans Biomed Eng. 2015. PMID: 25879835
Generative Adversarial Networks in Cardiology.
Skandarani Y, Lalande A, Afilalo J, Jodoin PM. Skandarani Y, et al. Among authors: jodoin pm. Can J Cardiol. 2022 Feb;38(2):196-203. doi: 10.1016/j.cjca.2021.11.003. Epub 2021 Nov 13. Can J Cardiol. 2022. PMID: 34780990 Review.
38 results