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双相情感障碍患者皮肤电活动的反卷积分析

On the deconvolution analysis of electrodermal activity in bipolar patients.

作者信息

Greco A, Lanatà A, Valenza G, Rota G, Vanello N, Scilingo E P

机构信息

Department of Information Engineering and Interdepartmental Research Center E. Piaggio, Faculty of Engineering, University of Pisa, Pisa, Italy.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2012;2012:6691-4. doi: 10.1109/EMBC.2012.6347529.

DOI:10.1109/EMBC.2012.6347529
PMID:23367464
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.

摘要

双相情感障碍患者会经历抑郁状态与躁狂或轻躁狂发作的交替。这种精神状况会导致日常事务处理不善,使人际关系恶化,而且常常会危及生命。这项初步研究旨在调查自主神经系统在皮肤电活动方面如何应对双相情感障碍患者特定的受控情绪刺激。更具体地说,我们在此提出一种运用皮肤电活动(EDA)分析来区分临床情绪状态的方法。通过去卷积方法分析EDA,以将紧张性成分与相位性成分分离。这里招募的三名受试者以及所采用的实验方案是欧洲项目PSYCHE的一部分。初步结果表明,双相情感障碍的情绪状态可能与皮肤电紧张性活动有关。

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Front Psychiatry. 2023 Dec 21;14:1128862. doi: 10.3389/fpsyt.2023.1128862. eCollection 2023.
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A Novel Algorithm for Movement Artifact Removal in ECG Signals Acquired from Wearable Systems Applied to Horses.一种用于去除应用于马匹的可穿戴系统采集的心电图信号中运动伪影的新算法。
PLoS One. 2015 Oct 20;10(10):e0140783. doi: 10.1371/journal.pone.0140783. eCollection 2015.
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Can a Humanoid Face be Expressive? A Psychophysiological Investigation.
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Front Bioeng Biotechnol. 2015 May 26;3:64. doi: 10.3389/fbioe.2015.00064. eCollection 2015.
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Front Neurosci. 2014 Sep 24;8:286. doi: 10.3389/fnins.2014.00286. eCollection 2014.
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Telemonitoring with respect to mood disorders and information and communication technologies: overview and presentation of the PSYCHE project.关于情绪障碍的远程监测与信息通信技术:PSYCHE项目概述与介绍
Biomed Res Int. 2014;2014:104658. doi: 10.1155/2014/104658. Epub 2014 Jun 24.