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Structural Brain Architectures Match Intrinsic Functional Networks and Vary across Domains: A Study from 15 000+Individuals 期刊论文
CEREBRAL CORTEX, 2020, 卷号: 30, 期号: 10, 页码: 5460-5470
作者:  Luo, Na;  Sui, Jing;  Abrol, Anees;  Chen, Jiayu;  Turner, Jessica A.;  Damaraju, Eswar;  Fu, Zening;  Fan, Lingzhong;  Lin, Dongdong;  Zhuo, Chuanjun;  Xu, Yong;  Glahn, David C.;  Rodrigue, Amanda L.;  Banich, Marie T.;  Pearlson, Godfrey D.;  Calhoun, Vince D.
收藏  |  浏览/下载：279/0  |  提交时间：2021/01/07
intrinsic brain networks  independent component analysis (ICA)  structure-function coherence  unimodal cortex  heteromodal association cortex  
Multi-atlas label fusion with random local binary pattern features: Application to hippocampus segmentation 期刊论文
SCIENTIFIC REPORTS, 2019, 卷号: 9, 页码: 14
作者:  Zhu, Hancan;  Tang, Zhenyu;  Cheng, Hewei;  Wu, Yihong;  Fan, Yong
收藏  |  浏览/下载：313/0  |  提交时间：2020/03/30
Integrating Semi-supervised and Supervised Learning Methods for Label Fusion in Multi-Atlas Based Image Segmentation 期刊论文
FRONTIERS IN NEUROINFORMATICS, 2018, 卷号: 12, 页码: 11
作者:  Zheng, Qiang;  Wu, Yihong;  Fan, Yong
收藏  |  浏览/下载：277/0  |  提交时间：2019/12/16
multi-atlas  image segmentation  hippocampus  random forests  label propagation  
Machine learning identifies unaffected first-degree relatives with functional network patterns and cognitive impairment similar to those of schizophrenia patients 期刊论文
HUMAN BRAIN MAPPING, 2019, 卷号: 40, 期号: 13, 页码: 3930-3939
作者:  Jing, Rixing;  Li, Peng;  Ding, Zengbo;  Lin, Xiao;  Zhao, Rongjiang;  Shi, Le;  Yan, Hao;  Liao, Jinmin;  Zhuo, Chuanjun;  Lu, Lin;  Fan, Yong
收藏  |  浏览/下载：352/0  |  提交时间：2019/12/16
cognitive impairment  functional networks  machine learning  pattern classification  resting-state functional magnetic resonance imaging  unaffected first-degree relatives