A Nonparametric Regression Approach to Syringe Grading for Quality Improvement
用于质量改进的注射器分级:非参数回归方法
In the biomedical products industry, measures of the quality of individual clinical specimens or manufacturing production units are often available in the form of high-dimensional data such as continuous recordings obtained from an analytical instrument. These recordings are then examined by experts in the field who extract certain features and use these to classify individuals. To formalize and quantify this procedure, an approach for extracting features from recordings…