Name
Title | ||
|---|---|---|
Dual Temporal and Spatial Sparse Representation for Inferring Group-wise Brain Networks from Resting-state fMRI Dataset. |
Abstract | ||
|---|---|---|
Recently, sparse representation has been successfully used to identify brain networks from task-based fMRI dataset. However, when using the strategy to analyze resting-state fMRI dataset, it is still a challenge to automatically infer the group-wise brain networks under consideration of group commonalities and subject-specific characteristics. In the paper, a novel method based on dual temporal an... |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1109/TBME.2017.2737785 | IEEE Transactions on Biomedical Engineering |
Keywords | Field | DocType |
Time series analysis,Transmission line matrix methods,Dictionaries,Matrix decomposition,Couplings | Time series,Dictionary learning,Dynamic coupling,Computer science,Sparse approximation,Matrix decomposition,Information science,Resting state fMRI,Robustness (computer science),Artificial intelligence,Machine learning | Journal |
Volume | Issue | ISSN |
65 | 5 | 0018-9294 |
Citations | PageRank | References |
0 | 0.34 | 0 |
Authors | ||
6 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Gong Junhui | 1 | 0 | 0.34 |
| Xiao-Yan Liu | 2 | 22 | 11.04 |
| Tianming Liu | 3 | 1033 | 112.95 |
| Zhou Jiansong | 4 | 0 | 0.34 |
| Gang Sun | 5 | 463 | 36.98 |
| Tian Juanxiu | 6 | 0 | 0.34 |