Zobrazeno 1 - 10
of 119
pro vyhledávání: '"Cetin Karayumak, Suheyla"'
Autor:
Lo, Yui, Chen, Yuqian, Zhang, Fan, Liu, Dongnan, Zekelman, Leo, Cetin-Karayumak, Suheyla, Rathi, Yogesh, Cai, Weidong, O'Donnell, Lauren J.
Parcellation of white matter tractography provides anatomical features for disease prediction, anatomical tract segmentation, surgical brain mapping, and non-imaging phenotype classifications. However, parcellation does not always reach 100\% accurac
Externí odkaz:
http://arxiv.org/abs/2407.19460
Autor:
Chen, Yuqian, Zhang, Fan, Wang, Meng, Zekelman, Leo R., Cetin-Karayumak, Suheyla, Xue, Tengfei, Zhang, Chaoyi, Song, Yang, Makris, Nikos, Rathi, Yogesh, Cai, Weidong, O'Donnell, Lauren J.
The relationship between brain connections and non-imaging phenotypes is increasingly studied using deep neural networks. However, the local and global properties of the brain's white matter networks are often overlooked in convolutional network desi
Externí odkaz:
http://arxiv.org/abs/2407.08883
Autor:
Li, Yijie, Zhang, Wei, Wu, Ye, Yin, Li, Zhu, Ce, Chen, Yuqian, Cetin-Karayumak, Suheyla, Cho, Kang Ik K, Zekelman, Leo R., Rushmore, Jarrett, Rathi, Yogesh, Makris, Nikos, O'Donnell, Lauren J., Zhang, Fan
The study of brain differences across Eastern and Western populations provides vital insights for understanding potential cultural and genetic influences on cognition and mental health. Diffusion MRI (dMRI) tractography is an important tool in assess
Externí odkaz:
http://arxiv.org/abs/2404.04604
Autor:
Xue, Tengfei, Zhang, Fan, Zekelman, Leo R., Zhang, Chaoyi, Chen, Yuqian, Cetin-Karayumak, Suheyla, Pieper, Steve, Wells, William M., Rathi, Yogesh, Makris, Nikos, Cai, Weidong, O'Donnell, Lauren J.
Neuroimaging-based prediction of neurocognitive measures is valuable for studying how the brain's structure relates to cognitive function. However, the accuracy of prediction using popular linear regression models is relatively low. We propose a nove
Externí odkaz:
http://arxiv.org/abs/2210.07411
Autor:
Liu, Yang S., Baxi, Madhura, Madan, Christopher R., Zhan, Kevin, Makris, Nikolaos, Rosene, Douglas L., Killiany, Ronald J., Cetin-Karayumak, Suheyla, Pasternak, Ofer, Kubicki, Marek, Cao, Bo
Publikováno v:
In Neurobiology of Aging July 2024 139:73-81
Autor:
Franke, Loraine, Weidele, Daniel Karl I., Zhang, Fan, Cetin-Karayumak, Suheyla, Pieper, Steve, O'Donnell, Lauren J., Rathi, Yogesh, Haehn, Daniel
Publikováno v:
2021 IEEE 14th Pacific Visualization Symposium (PacificVis)
Tractography from high-dimensional diffusion magnetic resonance imaging (dMRI) data allows brain's structural connectivity analysis. Recent dMRI studies aim to compare connectivity patterns across subject groups and disease populations to understand
Externí odkaz:
http://arxiv.org/abs/2005.08090
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Akademický článek
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