A narrative review of the role of AI and machine learning in enhancing cauda equina syndrome diagnosis.

Aggarwal A, Lubbad O, Tolias S C, Mazarakis N, Murphy S

DOI: 10.1080/02688697.2026.2677914
Published: 2026 May 25
Container: British journal of neurosurgery
Publisher: Not recorded
Open access: unknown

Credibility signals

limited evidence Score 43/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
not scoredDirectory of Open Access Journals: No matching DOAJ record was present in this response. No allow-list match; this is not evidence of low credibility. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredOpen access status: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1080/02688697.2026.2677914,
  title = {A narrative review of the role of AI and machine learning in enhancing cauda equina syndrome diagnosis.},
  author = {Aggarwal A and Lubbad O and Tolias S C and Mazarakis N and Murphy S},
  year = {2026},
  journal = {British journal of neurosurgery},
  doi = {10.1080/02688697.2026.2677914},
  url = {https://doi.org/10.1080/02688697.2026.2677914}
}

RIS

TY  - JOUR
TI  - A narrative review of the role of AI and machine learning in enhancing cauda equina syndrome diagnosis.
AU  - Aggarwal A
AU  - Lubbad O
AU  - Tolias S C
AU  - Mazarakis N
AU  - Murphy S
PY  - 2026
JO  - British journal of neurosurgery
DO  - 10.1080/02688697.2026.2677914
UR  - https://doi.org/10.1080/02688697.2026.2677914
ER  -

APA

A, A., O, L., C, T. S., N, M., & S, M. (2026). A narrative review of the role of AI and machine learning in enhancing cauda equina syndrome diagnosis.. British journal of neurosurgery. https://doi.org/10.1080/02688697.2026.2677914

Source records

pubmed · retrieved 2026-09-26T06:28:05.650Z