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

作者:Zhang, Q.*; Leung, E.; Lau, J. T. F.; Tsoi, K. K. F.; So, H. Y.; Ho, W. W. S.; Cheung, S. C. Y.
来源:HONG KONG MEDICAL JOURNAL, 2023, 29(1): 24-26.

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.