Ensuring multiomics data reproducibility for artificial intelligence with reference materials as a common calibrator.
- DOI
- 10.1038/s41587-026-03267-1
- Published
- 2026 Sep
- Container
- Nature biotechnology
- Publisher
- Not recorded
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.1038/s41587-026-03267-1,
title = {Ensuring multiomics data reproducibility for artificial intelligence with reference materials as a common calibrator.},
author = {Shi L and Bao W and Culhane AC and Fang X and Furlanello C and Hao R and Jones WD and Kusko R and Lababidi S and Mason CE and Scherer A and Thakkar S and Tong W and Wolfinger RD and Xu J and Yu Y and Zhang R and Zheng Y},
year = {2026},
journal = {Nature biotechnology},
doi = {10.1038/s41587-026-03267-1},
url = {https://doi.org/10.1038/s41587-026-03267-1}
}RIS
TY - JOUR TI - Ensuring multiomics data reproducibility for artificial intelligence with reference materials as a common calibrator. AU - Shi L AU - Bao W AU - Culhane AC AU - Fang X AU - Furlanello C AU - Hao R AU - Jones WD AU - Kusko R AU - Lababidi S AU - Mason CE AU - Scherer A AU - Thakkar S AU - Tong W AU - Wolfinger RD AU - Xu J AU - Yu Y AU - Zhang R AU - Zheng Y PY - 2026 JO - Nature biotechnology DO - 10.1038/s41587-026-03267-1 UR - https://doi.org/10.1038/s41587-026-03267-1 ER -
APA
L, S., W, B., AC, C., X, F., C, F., R, H., WD, J., R, K., S, L., CE, M., A, S., S, T., W, T., RD, W., J, X., Y, Y., R, Z., & Y, Z. (2026). Ensuring multiomics data reproducibility for artificial intelligence with reference materials as a common calibrator.. Nature biotechnology. https://doi.org/10.1038/s41587-026-03267-1
Source records
- pubmed · retrieved 2026-09-26T04:46:38.976Z