Interpretable mortality prediction model for ICU patients with pneumonia: using shapley additive explanation method
Author:
Funder
Chengdu Medical Research Project
Publisher
Springer Science and Business Media LLC
Link
https://link.springer.com/content/pdf/10.1186/s12890-024-03252-x.pdf
Reference63 articles.
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2. Ramirez JA, Wiemken TL, et al. Adults hospitalized with pneumonia in the United States: incidence, epidemiology, and Mortality. Clin Infect Dis. 2017;65(11):1806–12. https://doi.org/10.1093/cid/cix647.
3. Koenig SM, Truwit JD. Ventilator-associated pneumonia: diagnosis, treatment, and prevention[J]. Clin Microbiol Rev. 2006;19(4):637–57.
4. Knaus WA, Draper EA, Wagner DP, et al. APACHE II: a severity of disease classification system[J]. Crit Care Med. 1985;13(10):818–29.
5. Lambden S, Laterre PF, Levy MM, et al. The SOFA score—development, utility and challenges of accurate assessment in clinical trials[J]. Crit Care. 2019;23(1):1–9.
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