Title :
On the deconvolution analysis of electrodermal activity in bipolar patients
Author :
Greco, Alberto ; Lanata, Antonio ; Valenza, Gaetano ; Rota, Giuseppina ; Vanello, Nicola ; Scilingo, Enzo Pasquale
Author_Institution :
Dept. of Inf. Eng. & Interdept. Res. Center E. Piaggio, Univ. of Pisa, Pisa, Italy
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
People affected by bipolar disorders experience alternating states of depression with episodes of mania or hypomania. This mental can lead to a poor handling of daily routines, can worsen personal relationships, and often can be life-threatening. This preliminary study aims at investigating how the autonomic nervous system, in terms of electrodermal activity, responds to specific controlled emotional stimuli in bipolar patients. More specifically, we present here a method to deploy the analysis of ElectroDermal Activity (EDA) to discriminate clinical mood states. EDA was analyzed by using a deconvolution method to separate tonic from phasic components. The three subjects recruited and the experimental protocol used here is part of the European project PSYCHE. Preliminary results show that the bipolar mood states can be related to electrodermal tonic activity.
Keywords :
bioelectric phenomena; feature extraction; medical disorders; medical signal processing; neurophysiology; skin; statistical analysis; EDA; PSYCHE; autonomic nervous system; bipolar disorders; deconvolution analysis; depression; electrodermal tonic activity; emotional stimuli; feature extraction; hypomania; mania; statistical analysis; Deconvolution; Europe; Feature extraction; Mood; Protocols; Skin; Thyristors; Affect; Algorithms; Area Under Curve; Bipolar Disorder; Depression; Electric Conductivity; Electrophysiology; Europe; Humans; Models, Statistical; Regression Analysis; Skin;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6347529