Development and Temporal External Validation of a Parsimonious, Interpretable Machine Learning Model for Predicting 6-Month Mortality in Long-Term Care Facilities: A Retrospective Cohort Study

Yun-Cheng Tsai, Yi-Lin Wu, Yung-Chen Yu, Yi-Wen Chen, Yi-Wen Chen, Yi-Ching Yang, Yu-Tai Lo

Open source

DOI
10.2196/94567
Published
2026-09-16
Container
JMIR Aging
Publisher
JMIR Publications Inc.
Open access
unknown

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BibTeX

@article{allodium:10.2196/94567,
  title = {Development and Temporal External Validation of a Parsimonious, Interpretable Machine Learning Model for Predicting 6-Month Mortality in Long-Term Care Facilities: A Retrospective Cohort Study},
  author = {Yun-Cheng Tsai and Yi-Lin Wu and Yung-Chen Yu and Yi-Wen Chen and Yi-Wen Chen and Yi-Ching Yang and Yu-Tai Lo},
  year = {2026},
  journal = {JMIR Aging},
  doi = {10.2196/94567},
  url = {https://doi.org/10.2196/94567}
}

RIS

TY  - JOUR
TI  - Development and Temporal External Validation of a Parsimonious, Interpretable Machine Learning Model for Predicting 6-Month Mortality in Long-Term Care Facilities: A Retrospective Cohort Study
AU  - Yun-Cheng Tsai
AU  - Yi-Lin Wu
AU  - Yung-Chen Yu
AU  - Yi-Wen Chen
AU  - Yi-Wen Chen
AU  - Yi-Ching Yang
AU  - Yu-Tai Lo
PY  - 2026
JO  - JMIR Aging
DO  - 10.2196/94567
UR  - https://doi.org/10.2196/94567
ER  - 

APA

Tsai, Y., Wu, Y., Yu, Y., Chen, Y., Chen, Y., Yang, Y., & Lo, Y. (2026). Development and Temporal External Validation of a Parsimonious, Interpretable Machine Learning Model for Predicting 6-Month Mortality in Long-Term Care Facilities: A Retrospective Cohort Study. JMIR Aging. https://doi.org/10.2196/94567

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