CMIGAT: Joint learning via Cyclic Modality-Interaction Graph attention for multi-omics integration

Kai Wang, Jiang Xie, Mengfei Zhang, Haoyang Zhang

Open source

DOI: 10.1016/j.jbi.2026.105098
Published: 2026-09
Container: Journal of Biomedical Informatics
Publisher: Elsevier BV
Open access: unknown

Credibility signals

uncertain Score 64/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

supportingDOI registered: A matching record was returned by Crossref. Source: Crossref; license: CC0 metadata
supportingDOI resolves: A matching record was returned by Crossref. 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
supportingMetadata completeness: All 6 scored descriptive metadata groups are present. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.1016/j.jbi.2026.105098,
  title = {CMIGAT: Joint learning via Cyclic Modality-Interaction Graph attention for multi-omics integration},
  author = {Kai Wang and Jiang Xie and Mengfei Zhang and Haoyang Zhang},
  year = {2026},
  journal = {Journal of Biomedical Informatics},
  doi = {10.1016/j.jbi.2026.105098},
  url = {https://doi.org/10.1016/j.jbi.2026.105098}
}

RIS

TY  - JOUR
TI  - CMIGAT: Joint learning via Cyclic Modality-Interaction Graph attention for multi-omics integration
AU  - Kai Wang
AU  - Jiang Xie
AU  - Mengfei Zhang
AU  - Haoyang Zhang
PY  - 2026
JO  - Journal of Biomedical Informatics
DO  - 10.1016/j.jbi.2026.105098
UR  - https://doi.org/10.1016/j.jbi.2026.105098
ER  -

APA

Wang, K., Xie, J., Zhang, M., & Zhang, H. (2026). CMIGAT: Joint learning via Cyclic Modality-Interaction Graph attention for multi-omics integration. Journal of Biomedical Informatics. https://doi.org/10.1016/j.jbi.2026.105098

Source records

crossref · retrieved 2026-09-25T16:49:30.905Z