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Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation across populations and dMRI acquisitions.
Xue T, Zhang F, Zhang C, Chen Y, Song Y, Golby AJ, Makris N, Rathi Y, Cai W, O'Donnell LJ. Xue T, et al. Among authors: chen y. Med Image Anal. 2023 Apr;85:102759. doi: 10.1016/j.media.2023.102759. Epub 2023 Jan 23. Med Image Anal. 2023. PMID: 36706638 Free PMC article.
Tractography-based automated identification of the retinogeniculate visual pathway with novel microstructure-informed supervised contrastive learning.
Li S, Zhang W, Yao S, He J, Zhu C, Gao J, Xue T, Xie G, Chen Y, Torio EF, Feng Y, Bastos DC, Rathi Y, Makris N, Kikinis R, Bi WL, Golby AJ, O'Donnell LJ, Zhang F. Li S, et al. Among authors: chen y. bioRxiv [Preprint]. 2024 Jan 4:2024.01.03.574115. doi: 10.1101/2024.01.03.574115. bioRxiv. 2024. PMID: 38260369 Free PMC article. Preprint.
TractoSCR: a novel supervised contrastive regression framework for prediction of neurocognitive measures using multi-site harmonized diffusion MRI tractography.
Xue T, Zhang F, Zekelman LR, Zhang C, Chen Y, Cetin-Karayumak S, Pieper S, Wells WM, Rathi Y, Makris N, Cai W, O'Donnell LJ. Xue T, et al. Among authors: chen y. Front Neurosci. 2024 Jun 26;18:1411797. doi: 10.3389/fnins.2024.1411797. eCollection 2024. Front Neurosci. 2024. PMID: 38988766 Free PMC article.
176,728 results
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