Automatic segmentation of white matter hyperintensities from brain magnetic resonance images in the era of deep learning and big data – A systematic review

Ramya Balakrishnan; Maria Del C. Valdés Hernández; Andrew J. Farrall

doi:10.1016/j.compmedimag.2021.101867

Automatic segmentation of white matter hyperintensities from brain magnetic resonance images in the era of deep learning and big data – A systematic review

Ramya Balakrishnan, Maria Del C. Valdés Hernández, Andrew J. Farrall

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	101867
Journal	Computerized Medical Imaging and Graphics
Volume	88
Early online date	13 Jan 2021
DOIs	https://doi.org/10.1016/j.compmedimag.2021.101867
Publication status	E-pub ahead of print - 13 Jan 2021

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10.1016/j.compmedimag.2021.101867

1-s2.0-S089561112100015X-mainFinal published version, 3.03 MBLicence: CC BY

https://linkinghub.elsevier.com/retrieve/pii/S089561112100015X

Cite this

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title = "Automatic segmentation of white matter hyperintensities from brain magnetic resonance images in the era of deep learning and big data – A systematic review",

author = "Ramya Balakrishnan and {Vald{\'e}s Hern{\'a}ndez}, {Maria Del C.} and Farrall, {Andrew J.}",

year = "2021",

month = jan,

day = "13",

doi = "10.1016/j.compmedimag.2021.101867",

language = "English",

volume = "88",

pages = "101867",

journal = "Computerized Medical Imaging and Graphics",

issn = "0895-6111",

publisher = "Pergamon Press",

}

Automatic segmentation of white matter hyperintensities from brain magnetic resonance images in the era of deep learning and big data – A systematic review. / Balakrishnan, Ramya; Valdés Hernández, Maria Del C.; Farrall, Andrew J.
In: Computerized Medical Imaging and Graphics, Vol. 88, 13.01.2021, p. 101867.

Research output: Contribution to journal › Article › peer-review

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T1 - Automatic segmentation of white matter hyperintensities from brain magnetic resonance images in the era of deep learning and big data – A systematic review

AU - Balakrishnan, Ramya

AU - Valdés Hernández, Maria Del C.

AU - Farrall, Andrew J.

PY - 2021/1/13

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DO - 10.1016/j.compmedimag.2021.101867

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JO - Computerized Medical Imaging and Graphics

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