Data driven healthcare insurance system using machine learning and blockchain technologies.

Matloob I, Khan S, Bashir B, Rukaiya R, Khan JA, Alfraihi H

DOI: 10.7717/peerj-cs.2980
Published: 2025
Container: PeerJ. Computer science
Publisher: Not recorded
Open access: yes

Credibility signals

limited evidence Score 45/100 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
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
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:10.7717/peerj-cs.2980,
  title = {Data driven healthcare insurance system using machine learning and blockchain technologies.},
  author = {Matloob I and Khan S and Bashir B and Rukaiya R and Khan JA and Alfraihi H},
  year = {2025},
  journal = {PeerJ. Computer science},
  doi = {10.7717/peerj-cs.2980},
  url = {https://doi.org/10.7717/peerj-cs.2980}
}

RIS

TY  - JOUR
TI  - Data driven healthcare insurance system using machine learning and blockchain technologies.
AU  - Matloob I
AU  - Khan S
AU  - Bashir B
AU  - Rukaiya R
AU  - Khan JA
AU  - Alfraihi H
PY  - 2025
JO  - PeerJ. Computer science
DO  - 10.7717/peerj-cs.2980
UR  - https://doi.org/10.7717/peerj-cs.2980
ER  -

APA

I, M., S, K., B, B., R, R., JA, K., & H, A. (2025). Data driven healthcare insurance system using machine learning and blockchain technologies.. PeerJ. Computer science. https://doi.org/10.7717/peerj-cs.2980

Source records

pubmed · retrieved 2026-09-26T14:54:34.090Z