An explainable biomedical foundation model via large-scale concept-enhanced vision-language pretraining.

Nie Y, He S, Bie Y, Wang Y, Chen Z, Yang S, Cai Z, Wu L, Wang H, Wang X, Cheng NS, Luo L, Wu M, Jin H, Wu X, Chan RCK, Lau YM, Zhang Z, Xiao S, Yang C, Zhao Y, Duan X, Zhang L, Liang L, Zheng Y, Rajpurkar P, Chen H

Open source

DOI: 10.1038/s41551-026-01764-x
Published: 2026 Aug 17
Container: Nature biomedical engineering
Publisher: Not recorded
Open access: no

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Cite this work

BibTeX

@article{allodium:10.1038/s41551-026-01764-x,
  title = {An explainable biomedical foundation model via large-scale concept-enhanced vision-language pretraining.},
  author = {Nie Y and He S and Bie Y and Wang Y and Chen Z and Yang S and Cai Z and Wu L and Wang H and Wang X and Cheng NS and Luo L and Wu M and Jin H and Wu X and Chan RCK and Lau YM and Zhang Z and Xiao S and Yang C and Zhao Y and Duan X and Zhang L and Liang L and Zheng Y and Rajpurkar P and Chen H},
  year = {2026},
  journal = {Nature biomedical engineering},
  doi = {10.1038/s41551-026-01764-x},
  url = {https://doi.org/10.1038/s41551-026-01764-x}
}

RIS

TY  - JOUR
TI  - An explainable biomedical foundation model via large-scale concept-enhanced vision-language pretraining.
AU  - Nie Y
AU  - He S
AU  - Bie Y
AU  - Wang Y
AU  - Chen Z
AU  - Yang S
AU  - Cai Z
AU  - Wu L
AU  - Wang H
AU  - Wang X
AU  - Cheng NS
AU  - Luo L
AU  - Wu M
AU  - Jin H
AU  - Wu X
AU  - Chan RCK
AU  - Lau YM
AU  - Zhang Z
AU  - Xiao S
AU  - Yang C
AU  - Zhao Y
AU  - Duan X
AU  - Zhang L
AU  - Liang L
AU  - Zheng Y
AU  - Rajpurkar P
AU  - Chen H
PY  - 2026
JO  - Nature biomedical engineering
DO  - 10.1038/s41551-026-01764-x
UR  - https://doi.org/10.1038/s41551-026-01764-x
ER  -

APA

Y, N., S, H., Y, B., Y, W., Z, C., S, Y., Z, C., L, W., H, W., X, W., NS, C., L, L., M, W., H, J., X, W., RCK, C., YM, L., Z, Z., S, X., C, Y., Y, Z., X, D., L, Z., L, L., Y, Z., P, R., & H, C. (2026). An explainable biomedical foundation model via large-scale concept-enhanced vision-language pretraining.. Nature biomedical engineering. https://doi.org/10.1038/s41551-026-01764-x

Source records

pubmed · retrieved 2026-09-25T21:48:55.189Z
europe-pmc · retrieved 2026-09-25T21:48:55.198Z