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Works (3)

TractGraphFormer: Anatomically informed hybrid graph CNN-transformer network for interpretable sex and age prediction from diffusion MRI tractography

Medical Image Analysis
2025-04 | Journal article
DOI: 10.1016/j.media.2025.103476
Contributors: Yuqian Chen; Fan Zhang; Meng Wang; Leo R. Zekelman; Suheyla Cetin-Karayumak; Tengfei Xue; Chaoyi Zhang; Yang Song; Jarrett Rushmore; Nikos Makris et al.
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Consistent cerebellar pathway-cognition associations across pre-adolescents & young adults: a diffusion MRI study of 9000+ participants

2025-02-06 | Preprint
DOI: 10.1101/2025.02.05.636737
Contributors: Leo R. Zekelman; Suheyla Cetin-Karayumak; Yuqian Chen; Melyssa Almeida; Jon Haitz Legarreta; Jarrett Rushmore; Steve Pieper; Zhou Lan; John E. Desmond; Lissa C. Baird et al.
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TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance

Medical Image Analysis
2024-05 | Journal article
DOI: 10.1016/j.media.2024.103120
Contributors: Yuqian Chen; Leo R. Zekelman; Chaoyi Zhang; Tengfei Xue; Yang Song; Nikos Makris; Yogesh Rathi; Alexandra J. Golby; Weidong Cai; Fan Zhang et al.
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