DeepPathway: predicting pathway expression from histopathology images

Muhammad Ahtazaz Ahsan, Karen Piper Hanley, Martin Fergie, Claire O’leary, Gerben Borst, Federico Roncaroli, Fayyaz Minhas, Magnus Rattray, Mudassar Iqbal, Syed Murtuza Baker

Open source

DOI: 10.1093/bioinformatics/btag643
Published: 2026-08-26
Container: Bioinformatics
Publisher: Oxford University Press (OUP)
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:10.1093/bioinformatics/btag643,
  title = {DeepPathway: predicting pathway expression from histopathology images},
  author = {Muhammad Ahtazaz Ahsan and Karen Piper Hanley and Martin Fergie and Claire O’leary and Gerben Borst and Federico Roncaroli and Fayyaz Minhas and Magnus Rattray and Mudassar Iqbal and Syed Murtuza Baker},
  year = {2026},
  journal = {Bioinformatics},
  doi = {10.1093/bioinformatics/btag643},
  url = {https://doi.org/10.1093/bioinformatics/btag643}
}

RIS

TY  - JOUR
TI  - DeepPathway: predicting pathway expression from histopathology images
AU  - Muhammad Ahtazaz Ahsan
AU  - Karen Piper Hanley
AU  - Martin Fergie
AU  - Claire O’leary
AU  - Gerben Borst
AU  - Federico Roncaroli
AU  - Fayyaz Minhas
AU  - Magnus Rattray
AU  - Mudassar Iqbal
AU  - Syed Murtuza Baker
PY  - 2026
JO  - Bioinformatics
DO  - 10.1093/bioinformatics/btag643
UR  - https://doi.org/10.1093/bioinformatics/btag643
ER  -

APA

Ahsan, M. A., Hanley, K. P., Fergie, M., O’leary, C., Borst, G., Roncaroli, F., Minhas, F., Rattray, M., Iqbal, M., & Baker, S. M. (2026). DeepPathway: predicting pathway expression from histopathology images. Bioinformatics. https://doi.org/10.1093/bioinformatics/btag643

Source records

crossref · retrieved 2026-09-26T19:53:29.085Z