Table 1.

Public datasets used by the deep learning-based MS lesion segmentation.

Dataset	Num of subjects	Training set:Test set	MRI sequence	MRI scan
MICCAI 2008 (Styner et al., 2008)	45	20:25	T1-w, T2-w FLARE	3T Siemens Allegra 3T Siemens
MICCAI 2016 (Commowick et al., 2018)	53	15:38	T1-w T2-w PD-w T1-w Gd FLARE	Siemens Aera 1.5T Siemens Verio 3T Philips Ingenia 3T General Electric Discovery 3T
ISBI 2015 (Carass et al., 2017)	19	5:14	T1-w, T2-w FLARE, PD-w	3T Philips