Classification of bipolar disorder using basal-ganglia-related functional connectivity in the resting state

Shin Teng, Chia Feng Lu, Po Shan Wang, Chih I. Hung, Cheng Ta Li, Pei Chi Tu, Tung Ping Su, Yu Te Wu

研究成果: Conference contribution同行評審

17 引文 斯高帕斯(Scopus)

摘要

The emotional and cognitive symptoms of bipolar disorder (BD) are suggested to involve in a distributed neural network. The resting-state functional magnetic resonance imaging (fMRI) offers an important tool to investigate the alterations in brain network level of BD. The aim of this study was to discriminate BD patients from healthy controls using whole-brain resting-state functional connectivity patterns. The majority of most discriminating functional connectivities were between the basal ganglia and three core neurocognitive networks, including the default mode, executive control and salience networks. Using these resting-state functional connectivities between the basal ganglia and three core neurocognitive networks as the features, the clustering accuracy achieved 90%.

原文English
主出版物標題2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013
頁面1057-1060
頁數4
DOIs
出版狀態Published - 2013
事件2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013 - Osaka, Japan
持續時間: 3 7月 20137 7月 2013

出版系列

名字Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
ISSN(列印)1557-170X

Conference

Conference2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013
國家/地區Japan
城市Osaka
期間3/07/137/07/13

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