Quantification of Sympathetic Nervous Activity Based on Log-linearized Peripheral Arterial Viscoelastic Model and Its Application to Objective Assessment of Pain during Electrocutaneous Stimulation
This paper proposed a novel objective pain intensity assessment technique using the change of peripheral arterial stiffness β, which reacts to a peripheral sympathetic nervous activity. The stiffness β is calculated from continuous arterial pressures and photo-plethysmograms beat-by-beat based on th...
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Veröffentlicht in: | Keisoku Jidō Seigyo Gakkai ronbunshū 2015, Vol.51(9), pp.627-633 |
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creator | MATSUBARA, Hiroki HIRANO, Hiroki HIRANO, Harutoyo MATSUOKA, Genki KURITA, Yuichi UKAWA, Teiji NAKAMURA, Ryuji SAEKI, Noboru YOSHIZUMI, Masao KAWAMOTO, Masashi TSUJI, Toshio |
description | This paper proposed a novel objective pain intensity assessment technique using the change of peripheral arterial stiffness β, which reacts to a peripheral sympathetic nervous activity. The stiffness β is calculated from continuous arterial pressures and photo-plethysmograms beat-by-beat based on the log-linearized peripheral arterial model. In the experiment, the validity of the proposed method was examined by comparing estimated normalized arterial stiffness βn with simultaneously-measured numeric rating scale (NRS) as a general index of pain intensity when electrocutaneous stimuli were applied to the healthy subjects. The results showed the maximum amplitude of electrocutaneous current Imax has linear correlation with the normalized stiffness βn (R2 =0.77, p < 0.05). In addition, both the maximum amplitude of electrocutaneous current Imax and the normalized stiffness βn strongly correlated with NRS values by sigmoidal curves (Imax v.s. NRS: R2 =0.91, p < 0.01; βn v.s. NRS: R2 =0.92, p < 0.01). It was therefore concluded that the proposed method can assess pain intensity objectively. |
doi_str_mv | 10.9746/sicetr.51.627 |
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The stiffness β is calculated from continuous arterial pressures and photo-plethysmograms beat-by-beat based on the log-linearized peripheral arterial model. In the experiment, the validity of the proposed method was examined by comparing estimated normalized arterial stiffness βn with simultaneously-measured numeric rating scale (NRS) as a general index of pain intensity when electrocutaneous stimuli were applied to the healthy subjects. The results showed the maximum amplitude of electrocutaneous current Imax has linear correlation with the normalized stiffness βn (R2 =0.77, p < 0.05). In addition, both the maximum amplitude of electrocutaneous current Imax and the normalized stiffness βn strongly correlated with NRS values by sigmoidal curves (Imax v.s. NRS: R2 =0.91, p < 0.01; βn v.s. NRS: R2 =0.92, p < 0.01). It was therefore concluded that the proposed method can assess pain intensity objectively.</description><identifier>ISSN: 0453-4654</identifier><identifier>EISSN: 1883-8189</identifier><identifier>DOI: 10.9746/sicetr.51.627</identifier><language>eng ; jpn</language><publisher>The Society of Instrument and Control Engineers</publisher><subject>mechanical impedance ; pain ; sympathetic nerve</subject><ispartof>Transactions of the Society of Instrument and Control Engineers, 2015, Vol.51(9), pp.627-633</ispartof><rights>2015 The Society of Instrument and Control Engineers</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c1347-8b8a432d9a763a1f3643017e615fb3af1d60af02b5faf96d3da0a1898ac6f20c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,4024,27923,27924,27925</link.rule.ids></links><search><creatorcontrib>MATSUBARA, Hiroki</creatorcontrib><creatorcontrib>HIRANO, Hiroki</creatorcontrib><creatorcontrib>HIRANO, Harutoyo</creatorcontrib><creatorcontrib>MATSUOKA, Genki</creatorcontrib><creatorcontrib>KURITA, Yuichi</creatorcontrib><creatorcontrib>UKAWA, Teiji</creatorcontrib><creatorcontrib>NAKAMURA, Ryuji</creatorcontrib><creatorcontrib>SAEKI, Noboru</creatorcontrib><creatorcontrib>YOSHIZUMI, Masao</creatorcontrib><creatorcontrib>KAWAMOTO, Masashi</creatorcontrib><creatorcontrib>TSUJI, Toshio</creatorcontrib><title>Quantification of Sympathetic Nervous Activity Based on Log-linearized Peripheral Arterial Viscoelastic Model and Its Application to Objective Assessment of Pain during Electrocutaneous Stimulation</title><title>Keisoku Jidō Seigyo Gakkai ronbunshū</title><addtitle>Transactions of the Society of Instrument and Control Engineers</addtitle><description>This paper proposed a novel objective pain intensity assessment technique using the change of peripheral arterial stiffness β, which reacts to a peripheral sympathetic nervous activity. The stiffness β is calculated from continuous arterial pressures and photo-plethysmograms beat-by-beat based on the log-linearized peripheral arterial model. In the experiment, the validity of the proposed method was examined by comparing estimated normalized arterial stiffness βn with simultaneously-measured numeric rating scale (NRS) as a general index of pain intensity when electrocutaneous stimuli were applied to the healthy subjects. The results showed the maximum amplitude of electrocutaneous current Imax has linear correlation with the normalized stiffness βn (R2 =0.77, p < 0.05). In addition, both the maximum amplitude of electrocutaneous current Imax and the normalized stiffness βn strongly correlated with NRS values by sigmoidal curves (Imax v.s. NRS: R2 =0.91, p < 0.01; βn v.s. NRS: R2 =0.92, p < 0.01). 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The stiffness β is calculated from continuous arterial pressures and photo-plethysmograms beat-by-beat based on the log-linearized peripheral arterial model. In the experiment, the validity of the proposed method was examined by comparing estimated normalized arterial stiffness βn with simultaneously-measured numeric rating scale (NRS) as a general index of pain intensity when electrocutaneous stimuli were applied to the healthy subjects. The results showed the maximum amplitude of electrocutaneous current Imax has linear correlation with the normalized stiffness βn (R2 =0.77, p < 0.05). In addition, both the maximum amplitude of electrocutaneous current Imax and the normalized stiffness βn strongly correlated with NRS values by sigmoidal curves (Imax v.s. NRS: R2 =0.91, p < 0.01; βn v.s. NRS: R2 =0.92, p < 0.01). It was therefore concluded that the proposed method can assess pain intensity objectively.</abstract><pub>The Society of Instrument and Control Engineers</pub><doi>10.9746/sicetr.51.627</doi><tpages>7</tpages><oa>free_for_read</oa></addata></record> |
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subjects | mechanical impedance pain sympathetic nerve |
title | Quantification of Sympathetic Nervous Activity Based on Log-linearized Peripheral Arterial Viscoelastic Model and Its Application to Objective Assessment of Pain during Electrocutaneous Stimulation |
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