Machine learning for image analysis in the cervical spine: Systematic review of the available models and methods

C.M.W. Goedmakers; L. M. Pereboom; J. W. Schoones; M. L. de Leeuw den Bouter; R. F. Remis; M. Staring; C. L.A. Vleggeert-Lankamp

doi:10.1016/j.bas.2022.101666

Machine learning for image analysis in the cervical spine: Systematic review of the available models and methods

C.M.W. Goedmakers^*, L. M. Pereboom, J. W. Schoones, M. L. de Leeuw den Bouter, R. F. Remis, M. Staring, C. L.A. Vleggeert-Lankamp

^*Corresponding author for this work

Research output: Contribution to journal › Review article › peer-review

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Original language	English
Article number	101666
Number of pages	20
Journal	Brain and Spine
Volume	2
DOIs	https://doi.org/10.1016/j.bas.2022.101666
Publication status	Published - 2022

Keywords

Cervical spine
Computer aided diagnostics
Image analysis
Machine learning
Radiological imaging

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10.1016/j.bas.2022.101666

1-s2.0-S2772529422008074-mainFinal published version, 10.6 MBLicence: CC BY-NC-ND

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@article{474172c2a3264715988b080f16ce5013,

title = "Machine learning for image analysis in the cervical spine: Systematic review of the available models and methods",

keywords = "Cervical spine, Computer aided diagnostics, Image analysis, Machine learning, Radiological imaging",

author = "C.M.W. Goedmakers and Pereboom, {L. M.} and Schoones, {J. W.} and {de Leeuw den Bouter}, {M. L.} and Remis, {R. F.} and M. Staring and Vleggeert-Lankamp, {C. L.A.}",

year = "2022",

doi = "10.1016/j.bas.2022.101666",

language = "English",

volume = "2",

journal = "Brain and Spine",

issn = "2772-5294",

publisher = "Elsevier",

}

TY - JOUR

T1 - Machine learning for image analysis in the cervical spine

T2 - Systematic review of the available models and methods

AU - Goedmakers, C.M.W.

AU - Pereboom, L. M.

AU - Schoones, J. W.

AU - de Leeuw den Bouter, M. L.

AU - Remis, R. F.

AU - Staring, M.

AU - Vleggeert-Lankamp, C. L.A.

PY - 2022

Y1 - 2022

KW - Cervical spine

KW - Computer aided diagnostics

KW - Image analysis

KW - Machine learning

KW - Radiological imaging

UR - http://www.scopus.com/inward/record.url?scp=85149613962&partnerID=8YFLogxK

U2 - 10.1016/j.bas.2022.101666

DO - 10.1016/j.bas.2022.101666

M3 - Review article

AN - SCOPUS:85149613962

SN - 2772-5294

VL - 2

JO - Brain and Spine

JF - Brain and Spine

M1 - 101666

ER -

Machine learning for image analysis in the cervical spine: Systematic review of the available models and methods

Keywords

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