Table 3.
Study | Dataset | Modality | ROIs from adult? |
ROI NO. |
Method |
---|---|---|---|---|---|
(a) Whole brain labeling | |||||
(Gousias et al., 2008) | 33 infants at 2 Y | T1w | Yes | 83 | Multi-atlas + majority voting |
(Gousias et al., 2010) | 13 infants at 1 Y | T1w | Yes | 83 | Multi-atlas + majority voting |
(Gousias et al., 2012) | 15 preterm and 5 term infants | T1w, T2w | No | 50 | Manual delineation |
(Gousias et al., 2013) | T1w, T2w | No | 50 | Multi-atlas + majority voting | |
(Makropoulos et al., 2014) | T1w, T2w | No | 50 | Multi-atlas + EM based labeling fusion | |
(Blesa et al., 2016) | 33 neonates | T1w, T2w | Yes | 107 | Atlas + intermediate time points registration |
(Alexander et al., 2017) | 10 neonates | T1w, T2w | Yes | 100 | Manual delineation |
(b) Specific ROI labeling | |||||
(Guo et al., 2014) | 10 infants, each at 1, 3, 6, 9 M | T1w, T2w | No | hippoca mpus | Multi-atlas + multi-modal features based label fusion |
(Dong et al., 2015) | 10 infants, each at 1, 3, 6, 9, 12 M | T1w, T2w | No | hippoca mpus | Multi-atlas multi-modal + hypergraph based label fusion |
(Guo et al., 2016) | 10 infants, each at 1, 3, 6, 9, 12 M | T1w | No | hippoca mpus | Multi-atlas + spatial-temporal hypergraph based label fusion |
(M: months; Y: years)