Diagnosis of COPD Based on a Knowledge Graph and Integrated Model

Chronic obstructive pulmonary disease (COPD) is a chronic lung disease that causes a progressive decline in respiratory function. Diagnosing COPD in the early curable stages is very important and may even save the life of a patient. In this paper, we present an integrated model for diagnosing COPD b...

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Veröffentlicht in:	IEEE access 2019, Vol.7, p.46004-46013
Hauptverfasser:	Fang, Youli, Wang, Hong, Wang, Lutong, Di, Ruitong, Song, Yongqiang
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive algorithms Chronic obstructive pulmonary disease Classification COPD Data mining Diagnosis Diseases Drugs dsa-svm Electronic health records Feature extraction feature selection integrated learning Knowledge bases (artificial intelligence) knowledge graph Medical diagnostic imaging Prediction algorithms Sorting algorithms Support vector machines
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