Machine learning approaches for practical predicting outpatient near-future AECOPD based on nationwide electronic medical records

Author:

Liao Kuang-Ming,Cheng Kuo-Chen,Sung Mei-I,Shen Yu-Ting,Chiu Chong-Chi,Liu Chung-FengORCID,Ko Shian-Chin

Funder

Chi Mei Medical Center

Publisher

Elsevier BV

Reference34 articles.

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2. The global economic burden of chronic obstructive pulmonary disease for 204 countries and territories in 2020-50: a health-augmented macroeconomic modelling study;Chen;Lancet. Glob. Health,2023

3. Chronic obstructive pulmonary disease exacerbation fundamentals: Diagnosis, treatment, prevention and disease impact;MacLeod;Respirology,2021

4. In-hospital and one-year mortality and their predictors in patients hospitalized for first-ever chronic obstructive pulmonary disease exacerbations: a nationwide population-based study;Ho;PLoS One,2014

5. The beneficial effect of COPD pay-for-performance program in Taiwan;Lin,2020

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