Machine Learning in Cardiac Health Monitoring and Decision Support

作者:Hijazi Shurouq; Page Alex; Kantarci Burak; Soyata Tolga
来源:Computer, 2016, 49(11): 38-48.
DOI:10.1109/mc.2016.339

摘要

Portable medical devices generate volumes of data that could be useful in identifying health risks. The proposed method filters patients' electrocardiograms (ECGs) and applies machine-learning classifiers to identify cardiac health risks and estimate severity. The authors present the results of applying their method in a case study.

  • 出版日期2016-11