A survey of the impact of self-supervised pretraining for diagnostic tasks in medical X-ray, CT, MRI, and ultrasound

Table 8 The public MRI datasets referenced in this review, including links to request or download the data

Name [Citation]	Description	Exams	Patients
BraTS [123]	MRI exams labelled for brain tumour segmentation and classification. The benchmark has been updated and previous versions are available.	8000	2000
ADNI [127]	Brain MRI exams with labels for normal controls, mild cognitive impairment, and Alzheimer’s disease	2641	811
OASIS [128]	Brain MRI exams with segmentation labels, patient characteristics, and labels for Alzheimer’s disease	2842	1379
HCP [139]	Unannotated multi-modal MR scans	-	1206
WMH [141]	Brain MRI exams with labels for white matter hyperintensities 150	150
ProstateX [146]	Prostate MRI studies labelled for localization and classification of prostate lesions	538	344
Card-MRI [152]	Cardiac MRI exams with labels for ventricular blood volume and myocardium segmentation	60	60

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