Multimodal Connectivity-based Individual Parcellation and Analysis for Humans and Rhesus Monkeys | |
Yue Cui![]() ![]() ![]() ![]() ![]() | |
发表期刊 | IEEE Transactions on Medical Imaging
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2024-04 | |
页码 | early access |
产权排序 | 2 |
摘要 | Individual brains vary greatly in morphology, connectivity and organization. Individualized brain parcellation is capable of precisely localizing subjectspecific functional regions. However, most individualization approaches examined single modality of data and have not generalized to nonhuman primates. The present study proposed a novel multimodal connectivitybased individual parcellation (MCIP) method, which optimizes within-region homogeneity, spatial continuity and similarity to a reference atlas with the fusion of personal functional and anatomical connectivity. Comprehensive evaluation demonstrated that MCIP outperformed state-of-the-art multimodal individualization methods in terms of functional and anatomical homogeneity, predictability of cognitive measures, heritability, reproducibility and generalizability across species. Comparative investigation showed a higher topographic variability in humans than that in macaques. Therefore, MCIP provides improved accurate and reliable mapping of brain functional regions over existing methods at an individual level across species, and could facilitate comparative and translational neuroscience research |
关键词 | Brain atlas diffusion tractography individual parcellation multimodal fusion resting-state functional connectivity rhesus monkey |
学科门类 | 神经影像学 |
URL | 查看原文 |
收录类别 | SCI |
语种 | 英语 |
七大方向——子方向分类 | 脑机接口 |
国重实验室规划方向分类 | 其他 |
是否有论文关联数据集需要存交 | 否 |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/57227 |
专题 | 毕业生 |
推荐引用方式 GB/T 7714 | Yue Cui,Chengyi Li,Yuheng Lu,et al. Multimodal Connectivity-based Individual Parcellation and Analysis for Humans and Rhesus Monkeys[J]. IEEE Transactions on Medical Imaging,2024:early access. |
APA | Yue Cui.,Chengyi Li.,Yuheng Lu.,Liang Ma.,Luqi Cheng.,...&Tianzi Jiang.(2024).Multimodal Connectivity-based Individual Parcellation and Analysis for Humans and Rhesus Monkeys.IEEE Transactions on Medical Imaging,early access. |
MLA | Yue Cui,et al."Multimodal Connectivity-based Individual Parcellation and Analysis for Humans and Rhesus Monkeys".IEEE Transactions on Medical Imaging (2024):early access. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
Multimodal_Connectiv(3504KB) | 期刊 | 限制开放 | CC BY-NC-SA |
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