In silico identification of robust stage-specific gene signatures in neuroblastoma: Integrating microarray meta-analysis with machine learning and cross-platform validation.
- DOI
- 10.1016/j.compbiolchem.2026.109415
- Published
- 2026 Sep 19
- Container
- Computational biology and chemistry
- Publisher
- Not recorded
- Open access
- unknown
Credibility signals
limited evidence Score 43/100 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.
- 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.
- cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty.
Cite this work
BibTeX
@article{allodium:10.1016/j.compbiolchem.2026.109415,
title = {In silico identification of robust stage-specific gene signatures in neuroblastoma: Integrating microarray meta-analysis with machine learning and cross-platform validation.},
author = {Liu D and Kuo J and Wu YC and Hsieh SY and Huang AR and Lin CH},
year = {2026},
journal = {Computational biology and chemistry},
doi = {10.1016/j.compbiolchem.2026.109415},
url = {https://doi.org/10.1016/j.compbiolchem.2026.109415}
}RIS
TY - JOUR TI - In silico identification of robust stage-specific gene signatures in neuroblastoma: Integrating microarray meta-analysis with machine learning and cross-platform validation. AU - Liu D AU - Kuo J AU - Wu YC AU - Hsieh SY AU - Huang AR AU - Lin CH PY - 2026 JO - Computational biology and chemistry DO - 10.1016/j.compbiolchem.2026.109415 UR - https://doi.org/10.1016/j.compbiolchem.2026.109415 ER -
APA
D, L., J, K., YC, W., SY, H., AR, H., & CH, L. (2026). In silico identification of robust stage-specific gene signatures in neuroblastoma: Integrating microarray meta-analysis with machine learning and cross-platform validation.. Computational biology and chemistry. https://doi.org/10.1016/j.compbiolchem.2026.109415
Source records
- pubmed · retrieved 2026-09-27T10:47:33.643Z