A multi-site benchmarking framework for scalable extraction of geriatric care constructs from electronic health records

Sunyang Fu, Min Ji Kwak, Jaerong Ahn, Qiuhao Lu, Zhiyi Yue, Nan Wang, Huipeng Liu, Grace Giles, Alexa Cumming, Keziah M. Thomas, Shreyans Sanghvi, Jiang Jun, Ming Huang, Xiaoyang Ruan, Andrew Wen, Liwei Wang, Erin Hommel, Yanshan Wang, Lichao Sun, Huiwen Xu, Chan Mi Park, Jennifer St. Sauver, Jeffrey S. Wefel, Nahid Rianon, Dae Hyun Kim, Hongfang Liu

Open source

DOI: 10.1038/s44401-026-00114-y
Published: 2026-09-16
Container: npj Health Systems
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s44401-026-00114-y,
  title = {A multi-site benchmarking framework for scalable extraction of geriatric care constructs from electronic health records},
  author = {Sunyang Fu and Min Ji Kwak and Jaerong Ahn and Qiuhao Lu and Zhiyi Yue and Nan Wang and Huipeng Liu and Grace Giles and Alexa Cumming and Keziah M. Thomas and Shreyans Sanghvi and Jiang Jun and Ming Huang and Xiaoyang Ruan and Andrew Wen and Liwei Wang and Erin Hommel and Yanshan Wang and Lichao Sun and Huiwen Xu and Chan Mi Park and Jennifer St. Sauver and Jeffrey S. Wefel and Nahid Rianon and Dae Hyun Kim and Hongfang Liu},
  year = {2026},
  journal = {npj Health Systems},
  doi = {10.1038/s44401-026-00114-y},
  url = {https://doi.org/10.1038/s44401-026-00114-y}
}

RIS

TY  - JOUR
TI  - A multi-site benchmarking framework for scalable extraction of geriatric care constructs from electronic health records
AU  - Sunyang Fu
AU  - Min Ji Kwak
AU  - Jaerong Ahn
AU  - Qiuhao Lu
AU  - Zhiyi Yue
AU  - Nan Wang
AU  - Huipeng Liu
AU  - Grace Giles
AU  - Alexa Cumming
AU  - Keziah M. Thomas
AU  - Shreyans Sanghvi
AU  - Jiang Jun
AU  - Ming Huang
AU  - Xiaoyang Ruan
AU  - Andrew Wen
AU  - Liwei Wang
AU  - Erin Hommel
AU  - Yanshan Wang
AU  - Lichao Sun
AU  - Huiwen Xu
AU  - Chan Mi Park
AU  - Jennifer St. Sauver
AU  - Jeffrey S. Wefel
AU  - Nahid Rianon
AU  - Dae Hyun Kim
AU  - Hongfang Liu
PY  - 2026
JO  - npj Health Systems
DO  - 10.1038/s44401-026-00114-y
UR  - https://doi.org/10.1038/s44401-026-00114-y
ER  -

APA

Fu, S., Kwak, M. J., Ahn, J., Lu, Q., Yue, Z., Wang, N., Liu, H., Giles, G., Cumming, A., Thomas, K. M., Sanghvi, S., Jun, J., Huang, M., Ruan, X., Wen, A., Wang, L., Hommel, E., Wang, Y., Sun, L., Xu, H., Park, C. M., Sauver, J. S., Wefel, J. S., Rianon, N., Kim, D. H., & Liu, H. (2026). A multi-site benchmarking framework for scalable extraction of geriatric care constructs from electronic health records. npj Health Systems. https://doi.org/10.1038/s44401-026-00114-y

Source records

crossref · retrieved 2026-09-26T17:38:37.370Z