Automated deep learning based detection of cellular deposits on clinically used ECMO membrane lungs.

Pointner D, Kranz M, Wagner MS, Haus M, Lehle K, Krenkel L

DOI: 10.3389/fbinf.2026.1771574
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.2026.1771574,
  title = {Automated deep learning based detection of cellular deposits on clinically used ECMO membrane lungs.},
  author = {Pointner D and Kranz M and Wagner MS and Haus M and Lehle K and Krenkel L},
  year = {2026},
  journal = {Frontiers in bioinformatics},
  doi = {10.3389/fbinf.2026.1771574},
  url = {https://doi.org/10.3389/fbinf.2026.1771574}
}

RIS

TY  - JOUR
TI  - Automated deep learning based detection of cellular deposits on clinically used ECMO membrane lungs.
AU  - Pointner D
AU  - Kranz M
AU  - Wagner MS
AU  - Haus M
AU  - Lehle K
AU  - Krenkel L
PY  - 2026
JO  - Frontiers in bioinformatics
DO  - 10.3389/fbinf.2026.1771574
UR  - https://doi.org/10.3389/fbinf.2026.1771574
ER  -

APA

D, P., M, K., MS, W., M, H., K, L., & L, K. (2026). Automated deep learning based detection of cellular deposits on clinically used ECMO membrane lungs.. Frontiers in bioinformatics. https://doi.org/10.3389/fbinf.2026.1771574

Source records

pubmed · retrieved 2026-09-25T23:41:19.444Z