Table 4 Publicly available datasets used in the included studies. Sorting is done on the basis of the number of studies using the dataset

Alzheimer’s Disease Neuroimaging Initiative (ADNI)

http://adni.loni.usc.edu/

16

[19, 27, 42, 51, 65, 69, 73, 84, 85, 87, 92, 95, 96, 139, 140, 143]

BRATS2018

https://www.med.upenn.edu/sbia/brats2018/data.html

8

[8, 10, 11, 22, 55, 56, 58, 78]

IXI dataset

http://brain-development.org/ixi-dataset/

7

[9, 13, 86, 106, 108, 110, 116]

BRATS2016

https://sites.google.com/site/braintumorsegmentation/home/brats_2016

4

[6, 7, 14, 50]

Connectome

https://sites.google.com/view/calgary-campinas-dataset/home

3

[36, 123, 128]

BrainWeb

https://brainweb.bic.mni.mcgill.ca/

3

[47, 113, 116]

Decathlon

http://medicaldecathlon.com/

3

[52, 63, 77]

Figshare

https://figshare.com/articles/dataset/brain_tumor_dataset/1512427

3

[35, 90, 103]

http://www.developingconnectome.org

3

[104, 105, 107]

BRATS 2013

https://www.smir.ch/BRATS/Start2013

2

[21, 91]

BraTS 2015

https://sites.google.com/site/braintumorsegmentation/home/brats2015

2

[16, 53]

BraTS 2017

https://www.med.upenn.edu/sbia/brats2017/data.html

2

[71, 98]

HCP

https://www.humanconnectome.org/study/hcp-young-adult

2

[12, 110]

Cancer Imaging

https://wiki.cancerimagingarchive.net/pages/viewpage.action?pageId=24282666

2

[37, 83]

PPMI

www.ppmi-info.org/data

2

[39, 97]

http://epipage2.inserm.fr

2

[105, 107]

Brats 2014

https://www.virtualskeleton.ch/BRATS/Start2014

1

[142]

Brats 2019

https://www.med.upenn.edu/cbica/brats2019/data.html

1

[76]

ISLES

http://www.isles-challenge.org/ISLES2015/

1

[8]

NAMIC dataset

http://hdl.handle.net/1926/1687

1

[9]

MIT

http://twinsetfusion.csail.mit.edu/

1

[23]

MRIdata

http://mridata.org/

1

[36]

Harvard

http://www.med.harvard.edu/aanlib

1

[82]

VIM

http://crcns.org/data-sets/vc/vim-1

1

[40]

BIT China

https://isip.bit.edu.cn/

1

[60]

CIND

https://cind.ucsf.edu/

1

[80]

IBSR

https://www.nitrc.org/projects/ibsr

1

[113]

Hisub

http://www.nitrc.org/projects/mni-hisub25

1

[25]

ATAG

https://www.nitrc.org/projects/atag_mri_scans/

1

[115]

Cabal

https://github.com/cabal-cmu/Feedback-Discovery

1

[135]

John Hopkins University

http://iacl.ece.jhu.edu/index.php/MSChallenge

1

[125]

CSIRO

https://aibl.csiro.au/

1

[132]

NIFD

http://memory.ucsf.edu/research/studies/nifd

1

[6]

GDC

https://portal.gdc.cancer.gov/

1

[98]

UK Data Service

https://reshare.ukdataservice.ac.uk/851861/

1

[102]

NFB

http://preprocessed-connectomes-project.org/NFB_skullstripped/

1

[102]

ISEG2017

https://iseg2017.web.unc.edu/

1

[113]

OpenNeuro

https://openneuro.org/datasets/ds001506

1

[127]

ATLAS dataset

http://fcon_1000.projects.nitrc.org/indi/retro/atlas.html

1

[54]

OpenNeuro2

https://openneuro.org/datasets/ds001246/

1

[122]