Artificial intelligence for genomic science: a scoping review of concepts, architectures, applications, and open challenges.

Rodrigues WF, Parise MTD, Parise D, Dos Santos LM, Ribeiro PDS, Ristow P, Cardoso MS, Azevedo VAC, Soares SC, Minardi RCM, Goés-Neto A

Open source

DOI: 10.3389/fbinf.2026.1829576
Published: 2026
Container: Frontiers in bioinformatics
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:10.3389/fbinf.2026.1829576,
  title = {Artificial intelligence for genomic science: a scoping review of concepts, architectures, applications, and open challenges.},
  author = {Rodrigues WF and Parise MTD and Parise D and Dos Santos LM and Ribeiro PDS and Ristow P and Cardoso MS and Azevedo VAC and Soares SC and Minardi RCM and Goés-Neto A},
  year = {2026},
  journal = {Frontiers in bioinformatics},
  doi = {10.3389/fbinf.2026.1829576},
  url = {https://doi.org/10.3389/fbinf.2026.1829576}
}

RIS

TY  - JOUR
TI  - Artificial intelligence for genomic science: a scoping review of concepts, architectures, applications, and open challenges.
AU  - Rodrigues WF
AU  - Parise MTD
AU  - Parise D
AU  - Dos Santos LM
AU  - Ribeiro PDS
AU  - Ristow P
AU  - Cardoso MS
AU  - Azevedo VAC
AU  - Soares SC
AU  - Minardi RCM
AU  - Goés-Neto A
PY  - 2026
JO  - Frontiers in bioinformatics
DO  - 10.3389/fbinf.2026.1829576
UR  - https://doi.org/10.3389/fbinf.2026.1829576
ER  -

APA

WF, R., MTD, P., D, P., LM, D. S., PDS, R., P, R., MS, C., VAC, A., SC, S., RCM, M., & A, G. (2026). Artificial intelligence for genomic science: a scoping review of concepts, architectures, applications, and open challenges.. Frontiers in bioinformatics. https://doi.org/10.3389/fbinf.2026.1829576

Source records

pubmed · retrieved 2026-09-27T00:16:04.245Z