A comprehensive foundation model for generalizable cytogenetics in precision oncology with CHROMA

Changchun Yang, Weiqian Dai, Yilan Zhang, Siyuan Chen, Jingdong Hu, Junkai Su, Yuxuan Chen, Ao Xu, Na Li, Xin Gao, Yongguo Yu

Open source

DOI: 10.1038/s41698-026-01383-4
Published: 2026-03-27
Container: npj Precision Oncology
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. 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:10.1038/s41698-026-01383-4,
  title = {A comprehensive foundation model for generalizable cytogenetics in precision oncology with CHROMA},
  author = {Changchun Yang and Weiqian Dai and Yilan Zhang and Siyuan Chen and Jingdong Hu and Junkai Su and Yuxuan Chen and Ao Xu and Na Li and Xin Gao and Yongguo Yu},
  year = {2026},
  journal = {npj Precision Oncology},
  doi = {10.1038/s41698-026-01383-4},
  url = {https://doi.org/10.1038/s41698-026-01383-4}
}

RIS

TY  - JOUR
TI  - A comprehensive foundation model for generalizable cytogenetics in precision oncology with CHROMA
AU  - Changchun Yang
AU  - Weiqian Dai
AU  - Yilan Zhang
AU  - Siyuan Chen
AU  - Jingdong Hu
AU  - Junkai Su
AU  - Yuxuan Chen
AU  - Ao Xu
AU  - Na Li
AU  - Xin Gao
AU  - Yongguo Yu
PY  - 2026
JO  - npj Precision Oncology
DO  - 10.1038/s41698-026-01383-4
UR  - https://doi.org/10.1038/s41698-026-01383-4
ER  -

APA

Yang, C., Dai, W., Zhang, Y., Chen, S., Hu, J., Su, J., Chen, Y., Xu, A., Li, N., Gao, X., & Yu, Y. (2026). A comprehensive foundation model for generalizable cytogenetics in precision oncology with CHROMA. npj Precision Oncology. https://doi.org/10.1038/s41698-026-01383-4

Source records

crossref · retrieved 2026-09-26T15:56:00.623Z