Table 1. Comparison between different connectivity toolboxes.
Toolbox | Pre- Process. | Anat. Conn. MRI | Struct. Conn. MRI | Funct. Conn. MRI | Effect. Conn. MRI | Funct. Conn. PET | Funct. Conn. EEG | Imaging/ Physio. | Graph Analy. | Conn. Visual | Group Stats | References |
---|---|---|---|---|---|---|---|---|---|---|---|---|
PANDA | X | X | X | X | Cui et al., 2013 | |||||||
FCT | X | X | X | Zhou, Thompson & Siegle, 2009 | ||||||||
DPARSF/ REST/ REST-GCA | X | X | X | X | X | Chao-Gan & Yu-Feng, 2010; Song et al., 2011; Zang et al., 2012 | ||||||
Conn | X | X | X | X | Whitfield-Gabrieli & Nieto-Castanon, 2012 | |||||||
mFNC | X | X | X | X | Lei et al., 2011a; Lei et al., 2011b | |||||||
eConnectome | X | X | X | X | X | He et al., 2011 | ||||||
GCCA | X | X | X | X | X | Seth, 2010 | ||||||
CMTK | X | X | X | X | X | X | X | X | Gerhard et al., 2011 | |||
GAT | X | X | X | X | X | X | Hadi Hosseini, Hoeft & Kesler, 2012 | |||||
UMCD | X | X | X | X | X | X | Brown et al., 2012 | |||||
BNV | X | X | X | X | X | Xia, Wang & He, 2013 | ||||||
BrainCat | X | X | X | X | Marques et al., 2013 | |||||||
CVU | X | X | X | X | LaPlante et al., 2014 | |||||||
TVB data pipeline | X | X | X | X | X | X | Schirner et al., 2015 | |||||
MIBCA | X | X | X | X | X | X | X | X | X | X | Ribeiro et al., 2015 (This article) |
Notes.
- Pre-Process.
- Pre-processing of raw data
- Anat. Conn. MRI
- Anatomical connectivity derived from T1-weighted MRI data
- Struct. Conn. MRI
- Structural connectivity derived from diffusion MRI data
- Funct. Conn. MRI
- Functional connectivity derived from blood oxygen level dependent (BOLD) (functional MRI) data
- Effect. Conn. MRI
- Effective connectivity derived from BOLD (functional MRI) data
- Funct. Conn. PET
- Functional/Metabolic connectivity derived from PET data
- Funct. Conn. EEG
- Functional/Effective connectivity derived from EEG, ECoG and/or MEG data
- Physio.
- Physiological (EEG)
- Graph Analy.
- Graph analysis
- Conn. Visual.
- Connectivity visualization tools
- Group Stats
- Statistical analysis/Classification of groups of subjects
See text for details.