Health status monitoring for ICU patients based on locally weighted principal component analysis.

Ding, Yangyang

Health status monitoring for ICU patients based on locally weighted principal component analysis. [electronic resource] - Computer methods and programs in biomedicine Mar 2018 - 61-71 p. digital

Publication Type: Journal Article

1872-7565

10.1016/j.cmpb.2017.12.019 doi


Aged
Algorithms
Critical Care--methods
Critical Illness
Electronic Data Processing
Female
Health Status
Humans
Intensive Care Units
Least-Squares Analysis
Linear Models
Machine Learning
Male
Medical Informatics
Middle Aged
Monitoring, Ambulatory--methods
Principal Component Analysis
Reproducibility of Results
Sensitivity and Specificity
Signal Processing, Computer-Assisted
Vital Signs