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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: zhang c, zhang f. 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 Retinogeniculate Visual Pathway With Novel Microstructure-Informed Supervised Contrastive Learning.
Li S, Zhang W, Yao S, He J, Gao J, Xue T, Xie G, Chen Y, Torio EF, Feng Y, Bastos DCA, Rathi Y, Makris N, Kikinis R, Bi WL, Golby AJ, O'Donnell LJ, Zhang F. Li S, et al. Among authors: zhang f, zhang w. Hum Brain Mapp. 2024 Dec 1;45(17):e70071. doi: 10.1002/hbm.70071. Hum Brain Mapp. 2024. PMID: 39564727 Free PMC article.
PAIP 2020: Microsatellite instability prediction in colorectal cancer.
Kim K, Lee K, Cho S, Kang DU, Park S, Kang Y, Kim H, Choe G, Moon KC, Lee KS, Park JH, Hong C, Nateghi R, Pourakpour F, Wang X, Yang S, Jahromi SAF, Khani A, Kim HR, Choi DH, Han CH, Kwak JT, Zhang F, Han B, Ho DJ, Kang GH, Chun SY, Jeong WK, Park P, Choi J. Kim K, et al. Among authors: zhang f. Med Image Anal. 2023 Oct;89:102886. doi: 10.1016/j.media.2023.102886. Epub 2023 Jul 8. Med Image Anal. 2023. PMID: 37494811 Free article.
Riemannian graph diffusion for DT-MRI regularization.
Zhang F, Hancock ER. Zhang F, et al. Med Image Comput Comput Assist Interv. 2006;9(Pt 2):234-42. doi: 10.1007/11866763_29. Med Image Comput Comput Assist Interv. 2006. PMID: 17354777
Probabilistic fiber tracking using particle filtering.
Zhang F, Goodlett C, Hancock E, Gerig G. Zhang F, et al. Med Image Comput Comput Assist Interv. 2007;10(Pt 2):144-52. doi: 10.1007/978-3-540-75759-7_18. Med Image Comput Comput Assist Interv. 2007. PMID: 18044563
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