Faster Healthcare Time Series Classification for Boosting Mortality Early Warning System
Yanke Hu,Raj Subramanian,Wangpeng An,Na Zhao,Weili Wu,Yanke Hu,Raj Subramanian,Wangpeng An,Na Zhao,Weili Wu
Electronic Health Record (EHR) and healthcare claim data provide rich clinical information for time series analysis. In this work, we provide a different angle of solving healthcare multivariate time series classification by turning it into a computer vision problem. We propose a Convolutional Feature Engineering (CFE) methodology, that can effectively extract long sequence dependency time series ...
