High-dimensional machine learning to predict hospital readmission among older people with chronic kidney disease: abridged secondary publication

摘要

1. A novel factorisation-based machine-learning model, which is Hong Kong-weighted with fuzzy partition, is proposed to predict the risk of hospital readmission among patients with chronic kidney disease. @@@ 2. This is one of the first machine-learning models for readmission prediction based on territorywide data in Hong Kong. @@@ 3. Application of this model may help reduce the cost of hospital management and improve the quality of life among patients with chronic kidney disease.

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