Patient Stratification for Improving Acute Chest Pain Management and Mitigating Emergency Department Crowding: Machine Learning Model Development and Validation

Chih-Chia Hsieh, Shao-Chung Chu, Jung-Ting Lee, Chih-Hao Lin, Chung-Yao Kao

Open source

DOI
10.2196/83099
Published
2026-08-21
Container
JMIR Medical Informatics
Publisher
JMIR Publications Inc.
Open access
unknown

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BibTeX

@article{allodium:10.2196/83099,
  title = {Patient Stratification for Improving Acute Chest Pain Management and Mitigating Emergency Department Crowding: Machine Learning Model Development and Validation},
  author = {Chih-Chia Hsieh and Shao-Chung Chu and Jung-Ting Lee and Chih-Hao Lin and Chung-Yao Kao},
  year = {2026},
  journal = {JMIR Medical Informatics},
  doi = {10.2196/83099},
  url = {https://doi.org/10.2196/83099}
}

RIS

TY  - JOUR
TI  - Patient Stratification for Improving Acute Chest Pain Management and Mitigating Emergency Department Crowding: Machine Learning Model Development and Validation
AU  - Chih-Chia Hsieh
AU  - Shao-Chung Chu
AU  - Jung-Ting Lee
AU  - Chih-Hao Lin
AU  - Chung-Yao Kao
PY  - 2026
JO  - JMIR Medical Informatics
DO  - 10.2196/83099
UR  - https://doi.org/10.2196/83099
ER  - 

APA

Hsieh, C., Chu, S., Lee, J., Lin, C., & Kao, C. (2026). Patient Stratification for Improving Acute Chest Pain Management and Mitigating Emergency Department Crowding: Machine Learning Model Development and Validation. JMIR Medical Informatics. https://doi.org/10.2196/83099

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