Title :
Design and implementation of an e-Health system for depression detection
Author :
Truong Cong Thang ; Tran, Huyen T. ; Trong, Vo D. ; Nguyen, Duc V. ; Le, Hung T. ; Pham, Tuan D.
Author_Institution :
Univ. of Aizu, Aizu-Wakamatsu, Japan
Abstract :
We present the design and implementation of a cost-effective e-Health system for automatic depression detection. The system is based on a client-server architecture, where clients are popular mobile devices. For practical deployment, various factors that affect the accuracy and speed of depression detection are discussed and evaluated with extensive experiments.
Keywords :
biomedical communication; client-server systems; health care; medical disorders; medical signal detection; mobile computing; photoplethysmography; automatic depression detection; client-server architecture; cost-effective e-Health system; e-Health system design; e-Health system implementation; mobile devices; Accuracy; Feature extraction; Medical services; Mobile handsets; Sensitivity; Servers; Support vector machines;
Conference_Titel :
Consumer Electronics (ICCE), 2015 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-7542-6
DOI :
10.1109/ICCE.2015.7066324
