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MONAI Label: A framework for AI-assisted interactive labeling of 3D medical images.
Diaz-Pinto A, Alle S, Nath V, Tang Y, Ihsani A, Asad M, Pérez-García F, Mehta P, Li W, Flores M, Roth HR, Vercauteren T, Xu D, Dogra P, Ourselin S, Feng A, Cardoso MJ. Diaz-Pinto A, et al. Among authors: nath v. Med Image Anal. 2024 Jul;95:103207. doi: 10.1016/j.media.2024.103207. Epub 2024 May 15. Med Image Anal. 2024. PMID: 38776843
High-resolution 3D abdominal segmentation with random patch network fusion.
Tang Y, Gao R, Lee HH, Han S, Chen Y, Gao D, Nath V, Bermudez C, Savona MR, Abramson RG, Bao S, Lyu I, Huo Y, Landman BA. Tang Y, et al. Among authors: nath v. Med Image Anal. 2021 Apr;69:101894. doi: 10.1016/j.media.2020.101894. Epub 2020 Dec 16. Med Image Anal. 2021. PMID: 33421919 Free PMC article.
Body Part Regression With Self-Supervision.
Tang Y, Gao R, Han S, Chen Y, Gao D, Nath V, Bermudez C, Savona MR, Bao S, Lyu I, Huo Y, Landman BA. Tang Y, et al. Among authors: nath v. IEEE Trans Med Imaging. 2021 May;40(5):1499-1507. doi: 10.1109/TMI.2021.3058281. Epub 2021 Apr 30. IEEE Trans Med Imaging. 2021. PMID: 33560981 Free PMC article.
On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: Chronicles of the MEMENTO challenge.
De Luca A, Ianus A, Leemans A, Palombo M, Shemesh N, Zhang H, Alexander DC, Nilsson M, Froeling M, Biessels GJ, Zucchelli M, Frigo M, Albay E, Sedlar S, Alimi A, Deslauriers-Gauthier S, Deriche R, Fick R, Afzali M, Pieciak T, Bogusz F, Aja-Fernández S, Özarslan E, Jones DK, Chen H, Jin M, Zhang Z, Wang F, Nath V, Parvathaneni P, Morez J, Sijbers J, Jeurissen B, Fadnavis S, Endres S, Rokem A, Garyfallidis E, Sanchez I, Prchkovska V, Rodrigues P, Landman BA, Schilling KG. De Luca A, et al. Among authors: nath v. Neuroimage. 2021 Oct 15;240:118367. doi: 10.1016/j.neuroimage.2021.118367. Epub 2021 Jul 6. Neuroimage. 2021. PMID: 34237442 Free PMC article.
Cortical Surface Parcellation using Spherical Convolutional Neural Networks.
Parvathaneni P, Bao S, Nath V, Woodward ND, Claassen DO, Cascio CJ, Zald DH, Huo Y, Landman BA, Lyu I. Parvathaneni P, et al. Among authors: nath v. Med Image Comput Comput Assist Interv. 2019 Oct;11766:501-509. doi: 10.1007/978-3-030-32248-9_56. Epub 2019 Oct 10. Med Image Comput Comput Assist Interv. 2019. PMID: 31803864 Free PMC article.
158 results