High spatiotemporal resolution fMRI using partial separability model
文献类型：期刊论文
| 作者 | Shi, Caiyun; Xie, Guoxi; Zhang, Xiaoyong; Su, Shi; Zhang, Yongqin; Zhang, Lijuan; Qiu, Bensheng; Liu, Xin |
| 刊名 | BIO-MEDICAL MATERIALS AND ENGINEERING
 |
| 出版日期 | 2015 |
| 英文摘要 | Blood oxygenation level dependent functional MRI (BOLD fMRI) requires repeatedly scanning the same region to capture neuronal activities, so the sampling data is very sparse along the temporal direction, which offers an opportunity to accelerate the fMRI. In this paper, (k-t) space data is sparsely acquired and reconstructed for BOLD fMRI using a partial separability (PS) model with a l(2)-norm constraint. The proposed approach achieves a hightemporal resolution of 200 ms without compromising spatial resolution (3.5 x 3.5 x 4.0 mm(3)). A simulation based on the EPI data with the right finger tapping experiment demonstrates that the proposed method can realize high spatiotemporal fMRI with accurate reconstruction of the activation regions from highly undersampled data. Meanwhile, preliminary in vivo experiment results also demonstrate the potential application of the proposed method infMRI. |
| 收录类别 | SCI |
| 原文出处 | http://content.iospress.com/articles/bio-medical-materials-and-engineering/bme1442 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/7163]  |
| 专题 | 深圳先进技术研究院_医工所 |
| 作者单位 | BIO-MEDICAL MATERIALS AND ENGINEERING |
| 推荐引用方式 GB/T 7714 | Shi, Caiyun,Xie, Guoxi,Zhang, Xiaoyong,et al. High spatiotemporal resolution fMRI using partial separability model[J]. BIO-MEDICAL MATERIALS AND ENGINEERING,2015. |
| APA | Shi, Caiyun.,Xie, Guoxi.,Zhang, Xiaoyong.,Su, Shi.,Zhang, Yongqin.,...&Liu, Xin.(2015).High spatiotemporal resolution fMRI using partial separability model.BIO-MEDICAL MATERIALS AND ENGINEERING. |
| MLA | Shi, Caiyun,et al."High spatiotemporal resolution fMRI using partial separability model".BIO-MEDICAL MATERIALS AND ENGINEERING (2015). |
入库方式： OAI收割
来源：深圳先进技术研究院
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