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Predicting the morbidity of chronic obstructive pulmonary disease based on multiple locally weighted linear regression model with K-means clustering

Zhiyong Huang, Shuang Lin, Lili Long, Jiaoyang Cao, Fen Luo, Wencheng Qin, Daming Sun, Hans Gregersen

2020International Journal of Medical Informatics35 citationsDOI

Topics & Concepts

COPDMedicineExacerbationLinear regressionMean absolute percentage errorPulmonary diseaseStatisticsRegression analysisParticulatesMean squared errorInternal medicineMathematicsEcologyBiologyChronic Obstructive Pulmonary Disease (COPD) ResearchAir Quality and Health ImpactsAir Quality Monitoring and Forecasting
Predicting the morbidity of chronic obstructive pulmonary disease based on multiple locally weighted linear regression model with K-means clustering | Litcius