Deep learning-driven 3-D histopathology method: a pipeline for cellular-resolution myocarditis analysis.

Nieth A, Karmaker P, Martinez Naya N, Saad AG, Condor Capcha JM, Shehadeh LA

DOI: 10.1152/ajpheart.00265.2026
Published: 2026 Aug 1
Container: American journal of physiology. Heart and circulatory physiology
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:10.1152/ajpheart.00265.2026,
  title = {Deep learning-driven 3-D histopathology method: a pipeline for cellular-resolution myocarditis analysis.},
  author = {Nieth A and Karmaker P and Martinez Naya N and Saad AG and Condor Capcha JM and Shehadeh LA},
  year = {2026},
  journal = {American journal of physiology. Heart and circulatory physiology},
  doi = {10.1152/ajpheart.00265.2026},
  url = {https://doi.org/10.1152/ajpheart.00265.2026}
}

RIS

TY  - JOUR
TI  - Deep learning-driven 3-D histopathology method: a pipeline for cellular-resolution myocarditis analysis.
AU  - Nieth A
AU  - Karmaker P
AU  - Martinez Naya N
AU  - Saad AG
AU  - Condor Capcha JM
AU  - Shehadeh LA
PY  - 2026
JO  - American journal of physiology. Heart and circulatory physiology
DO  - 10.1152/ajpheart.00265.2026
UR  - https://doi.org/10.1152/ajpheart.00265.2026
ER  -

APA

A, N., P, K., N, M. N., AG, S., JM, C. C., & LA, S. (2026). Deep learning-driven 3-D histopathology method: a pipeline for cellular-resolution myocarditis analysis.. American journal of physiology. Heart and circulatory physiology. https://doi.org/10.1152/ajpheart.00265.2026

Source records

pubmed · retrieved 2026-09-25T22:45:46.903Z