From unlabeled to labeled: self-supervised deep learning in computational pathology
- DOI
- 10.1186/s13040-026-00586-6
- Published
- 2026-07-15
- Container
- BioData Mining
- Publisher
- Springer Science and Business Media LLC
- 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.
- supportingDOI resolves: A matching record was returned by Crossref.
- 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.
- not scoredOpen access status: Not checked or no result supplied; no credibility inference made.
- 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.
- supportingMetadata completeness: All 6 scored descriptive metadata groups are present.
Cite this work
BibTeX
@article{allodium:10.1186/s13040-026-00586-6,
title = {From unlabeled to labeled: self-supervised deep learning in computational pathology},
author = {Taymaz Akan and Richa Aishwarya and Md. Shenuarin Bhuiyan and Steven A. Conrad and John A. Vanchiere and Mohammad Alfrad Nobel Bhuiyan},
year = {2026},
journal = {BioData Mining},
doi = {10.1186/s13040-026-00586-6},
url = {https://doi.org/10.1186/s13040-026-00586-6}
}RIS
TY - JOUR TI - From unlabeled to labeled: self-supervised deep learning in computational pathology AU - Taymaz Akan AU - Richa Aishwarya AU - Md. Shenuarin Bhuiyan AU - Steven A. Conrad AU - John A. Vanchiere AU - Mohammad Alfrad Nobel Bhuiyan PY - 2026 JO - BioData Mining DO - 10.1186/s13040-026-00586-6 UR - https://doi.org/10.1186/s13040-026-00586-6 ER -
APA
Akan, T., Aishwarya, R., Bhuiyan, M. S., Conrad, S. A., Vanchiere, J. A., & Bhuiyan, M. A. N. (2026). From unlabeled to labeled: self-supervised deep learning in computational pathology. BioData Mining. https://doi.org/10.1186/s13040-026-00586-6
Source records
- crossref · retrieved 2026-09-26T01:25:43.783Z