Chaos and Nonlinear Time-series Analysis of Finger Pulse Waves for Depression Detection

Tuan D. Pham, Truong Cong Thang, Mayumi Oyama-Higa, Hoc X. Nguyen, Hameed Saji, Masahide Sugiyama

2013

Abstract

Depressive disorders are mental illnesses that can severely affect one’s health and well-being. If depression is not early detected and left untreated, it can consequently lead to suicide. This paper presents for the first time a novel combination of chaos theory and nonlinear dynamical analysis of signal complexity of photoplethysmography waveforms for detection of depression. Experimental results obtained from the analysis of mentally disordered and control subjects suggest the potential application of the proposed approach.

Paper Citation

in Harvard Style

D. Pham T., Cong Thang T., Oyama-Higa M., X. Nguyen H., Saji H. and Sugiyama M. (2013). Chaos and Nonlinear Time-series Analysis of Finger Pulse Waves for Depression Detection . In Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2013) ISBN 978-989-8565-36-5, pages 298-301. DOI: 10.5220/0004222302980301

in Bibtex Style

@conference{biosignals13,
author={Tuan D. Pham and Truong Cong Thang and Mayumi Oyama-Higa and Hoc X. Nguyen and Hameed Saji and Masahide Sugiyama},
title={Chaos and Nonlinear Time-series Analysis of Finger Pulse Waves for Depression Detection},
booktitle={Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2013)},
year={2013},
pages={298-301},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004222302980301},
isbn={978-989-8565-36-5},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2013)
TI - Chaos and Nonlinear Time-series Analysis of Finger Pulse Waves for Depression Detection
SN - 978-989-8565-36-5
AU - D. Pham T.
AU - Cong Thang T.
AU - Oyama-Higa M.
AU - X. Nguyen H.
AU - Saji H.
AU - Sugiyama M.
PY - 2013
SP - 298
EP - 301
DO - 10.5220/0004222302980301