Quantifying the fidelity of in vitro human cell culture systems using a biomedical foundation model.

Fujii S, Espenschied ST, Anand V, Bettencourt-Silva J, Han Y, Ito G, Koseki A, Kosugi A, Kozloski J, Matsumoto R, Meng S, Mulligan N, Musich RJ, Newhall KP, Oshina E, Sekiguchi S, Wang Y, Hu J, Ciorba M, Sibley LD, Okamoto R, Stappenbeck TS

Open source

DOI
10.1073/pnas.2520482123
Published
2026 Mar 24
Container
Proceedings of the National Academy of Sciences of the United States of America
Publisher
Not recorded
Open access
yes

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BibTeX

@article{allodium:10.1073/pnas.2520482123,
  title = {Quantifying the fidelity of in vitro human cell culture systems using a biomedical foundation model.},
  author = {Fujii S and Espenschied ST and Anand V and Bettencourt-Silva J and Han Y and Ito G and Koseki A and Kosugi A and Kozloski J and Matsumoto R and Meng S and Mulligan N and Musich RJ and Newhall KP and Oshina E and Sekiguchi S and Wang Y and Hu J and Ciorba M and Sibley LD and Okamoto R and Stappenbeck TS},
  year = {2026},
  journal = {Proceedings of the National Academy of Sciences of the United States of America},
  doi = {10.1073/pnas.2520482123},
  url = {https://doi.org/10.1073/pnas.2520482123}
}

RIS

TY  - JOUR
TI  - Quantifying the fidelity of in vitro human cell culture systems using a biomedical foundation model.
AU  - Fujii S
AU  - Espenschied ST
AU  - Anand V
AU  - Bettencourt-Silva J
AU  - Han Y
AU  - Ito G
AU  - Koseki A
AU  - Kosugi A
AU  - Kozloski J
AU  - Matsumoto R
AU  - Meng S
AU  - Mulligan N
AU  - Musich RJ
AU  - Newhall KP
AU  - Oshina E
AU  - Sekiguchi S
AU  - Wang Y
AU  - Hu J
AU  - Ciorba M
AU  - Sibley LD
AU  - Okamoto R
AU  - Stappenbeck TS
PY  - 2026
JO  - Proceedings of the National Academy of Sciences of the United States of America
DO  - 10.1073/pnas.2520482123
UR  - https://doi.org/10.1073/pnas.2520482123
ER  - 

APA

S, F., ST, E., V, A., J, B., Y, H., G, I., A, K., A, K., J, K., R, M., S, M., N, M., RJ, M., KP, N., E, O., S, S., Y, W., J, H., M, C., LD, S., R, O., & TS, S. (2026). Quantifying the fidelity of in vitro human cell culture systems using a biomedical foundation model.. Proceedings of the National Academy of Sciences of the United States of America. https://doi.org/10.1073/pnas.2520482123

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