Enhanced classification and identification of bacterial and viral microorganisms by integration of MALDI-TOF mass spectrometry with artificial intelligence.
- DOI
- 10.1038/s41598-026-54426-y
- Published
- 2026 Aug 24
- Container
- Scientific reports
- 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.
- cautionDOI resolves: No matching Crossref record was present in this response.
- 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.
- not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made.
- not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made.
- not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made.
- not scoredROR affiliation: Not checked or no result supplied; no credibility inference made.
- not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- 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.
- not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete.
- supportingOpen access status: Normalized open-access status: open.
- not scoredPublication license: Not checked or no result supplied; no credibility inference made.
- not scoredPublication version: A publication version was supplied but is not scored.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.1038/s41598-026-54426-y,
title = {Enhanced classification and identification of bacterial and viral microorganisms by integration of MALDI-TOF mass spectrometry with artificial intelligence.},
author = {Dolias G and Bragina O and Udal A and Zovo K and Kirtsanis G and Vrochidis S and Karpichev Y and Bentahir M},
year = {2026},
journal = {Scientific reports},
doi = {10.1038/s41598-026-54426-y},
url = {https://doi.org/10.1038/s41598-026-54426-y}
}RIS
TY - JOUR TI - Enhanced classification and identification of bacterial and viral microorganisms by integration of MALDI-TOF mass spectrometry with artificial intelligence. AU - Dolias G AU - Bragina O AU - Udal A AU - Zovo K AU - Kirtsanis G AU - Vrochidis S AU - Karpichev Y AU - Bentahir M PY - 2026 JO - Scientific reports DO - 10.1038/s41598-026-54426-y UR - https://doi.org/10.1038/s41598-026-54426-y ER -
APA
G, D., O, B., A, U., K, Z., G, K., S, V., Y, K., & M, B. (2026). Enhanced classification and identification of bacterial and viral microorganisms by integration of MALDI-TOF mass spectrometry with artificial intelligence.. Scientific reports. https://doi.org/10.1038/s41598-026-54426-y
Source records
- pubmed · retrieved 2026-09-26T01:10:24.436Z