Review Article
Bayesian Inference for Functional Dynamics Exploring in fMRI Data
Table 1
Summary of BMCPM, BCCPM, and DBVPM.
| | BMCPM | BCCPM | DBVPM |
| MCMC scheme | One-level | One-level | Two-level | Ability to infer magnitude change points | Yes | Yes | Yes | Ability to infer functional connectivity change points | No | Yes | Yes | Ability to infer functional interaction patterns | No | No | Yes | Running time | | | | 50 ROIs, 200 time points | 2 seconds | 49 seconds | 948 minutes | 300 ROIs, 200 time points | 11 seconds | 41 minutes | NA | 1000 ROIs, 200 time points | 36 seconds | 483 minutes | NA |
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