Statistical and fuzzy models of ambulatory systolic blood pressure for hypertension diagnosis
A solution to reduce Ambulatory Systolic Blood Pressure (ASBP) variability during the analysis of a 24 hours profile is on study and presented in this article. It consists in equipping the portable ASBP recorder device with other sensors, a three axes accelerometer and a heart rate recorder, so as t...
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| creator | Charbonnier, S. Galichet, S. Mauris, G. Siche, J.P. |
| description | A solution to reduce Ambulatory Systolic Blood Pressure (ASBP) variability during the analysis of a 24 hours profile is on study and presented in this article. It consists in equipping the portable ASBP recorder device with other sensors, a three axes accelerometer and a heart rate recorder, so as to enable an analysis of the tensional profile in the light of these concomitant data. A data base has been collected and two models linking ASBP variations with corporal acceleration and heart rate measurements are developed: a regression one, based on a priori knowledge of ASBP variations, and a fuzzy one, automatically built from experimental data. Their performances are tested in prediction and compared. Then, the results are compared to those obtained with one of the solutions currently used by the physicians to deal with ASBP variability. The results obtained on the 16 young subjects from the data base are significantly improved and thus, encouraging. |
| doi_str_mv | 10.1109/IMTC.1999.776728 |
| format | Conference Proceeding |
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It consists in equipping the portable ASBP recorder device with other sensors, a three axes accelerometer and a heart rate recorder, so as to enable an analysis of the tensional profile in the light of these concomitant data. A data base has been collected and two models linking ASBP variations with corporal acceleration and heart rate measurements are developed: a regression one, based on a priori knowledge of ASBP variations, and a fuzzy one, automatically built from experimental data. Their performances are tested in prediction and compared. Then, the results are compared to those obtained with one of the solutions currently used by the physicians to deal with ASBP variability. 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The results obtained on the 16 young subjects from the data base are significantly improved and thus, encouraging.</description><subject>Acceleration</subject><subject>Accelerometers</subject><subject>Biomedical monitoring</subject><subject>Blood pressure</subject><subject>Cardiology</subject><subject>Drugs</subject><subject>Heart rate</subject><subject>Hypertension</subject><subject>Joining processes</subject><subject>Production</subject><issn>1091-5281</issn><isbn>9780780352766</isbn><isbn>0780352769</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>1999</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNotkE1LxDAYhAMquKy9i6f8gdY3TZs0Ryl-LKx4cD3K8qZNNdI2JUkP3V9vYXcYmMvDwAwh9wwyxkA97t4PdcaUUpmUQubVFUmUrGA1L3MpxDXZrBhLy7xityQJ4Q9WlSCBsQ35_owYbYi2wZ7i2NJuPp0WOrjW9IG6juKg5x6j8wsNS4iutw3VvXMtnbwJYfaGds7T32UyPpoxWDfS1uLP6IINd-Smwz6Y5JJb8vXyfKjf0v3H665-2qeWQRFTDsiZEaLVpRENosplqQvVdVoVWgA0yITKeV4wrpADFLwUoNuiEdKIdSPfkodzrzXGHCdvB_TL8fwH_wdu0FU1</recordid><startdate>1999</startdate><enddate>1999</enddate><creator>Charbonnier, S.</creator><creator>Galichet, S.</creator><creator>Mauris, G.</creator><creator>Siche, J.P.</creator><general>IEEE</general><scope>6IE</scope><scope>6IH</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIO</scope></search><sort><creationdate>1999</creationdate><title>Statistical and fuzzy models of ambulatory systolic blood pressure for hypertension diagnosis</title><author>Charbonnier, S. ; Galichet, S. ; Mauris, G. ; Siche, J.P.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i104t-30a31e66db5e6caa9275b49ffb94b600ca1692324139a30043560bd4c67e62763</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>1999</creationdate><topic>Acceleration</topic><topic>Accelerometers</topic><topic>Biomedical monitoring</topic><topic>Blood pressure</topic><topic>Cardiology</topic><topic>Drugs</topic><topic>Heart rate</topic><topic>Hypertension</topic><topic>Joining processes</topic><topic>Production</topic><toplevel>online_resources</toplevel><creatorcontrib>Charbonnier, S.</creatorcontrib><creatorcontrib>Galichet, S.</creatorcontrib><creatorcontrib>Mauris, G.</creatorcontrib><creatorcontrib>Siche, J.P.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan (POP) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP) 1998-present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Charbonnier, S.</au><au>Galichet, S.</au><au>Mauris, G.</au><au>Siche, J.P.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Statistical and fuzzy models of ambulatory systolic blood pressure for hypertension diagnosis</atitle><btitle>IMTC/99. Proceedings of the 16th IEEE Instrumentation and Measurement Technology Conference (Cat. No.99CH36309)</btitle><stitle>IMTC</stitle><date>1999</date><risdate>1999</risdate><volume>1</volume><spage>103</spage><epage>108 vol.1</epage><pages>103-108 vol.1</pages><issn>1091-5281</issn><isbn>9780780352766</isbn><isbn>0780352769</isbn><abstract>A solution to reduce Ambulatory Systolic Blood Pressure (ASBP) variability during the analysis of a 24 hours profile is on study and presented in this article. It consists in equipping the portable ASBP recorder device with other sensors, a three axes accelerometer and a heart rate recorder, so as to enable an analysis of the tensional profile in the light of these concomitant data. A data base has been collected and two models linking ASBP variations with corporal acceleration and heart rate measurements are developed: a regression one, based on a priori knowledge of ASBP variations, and a fuzzy one, automatically built from experimental data. 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| ispartof | IMTC/99. Proceedings of the 16th IEEE Instrumentation and Measurement Technology Conference (Cat. No.99CH36309), 1999, Vol.1, p.103-108 vol.1 |
| issn | 1091-5281 |
| language | eng |
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| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Acceleration Accelerometers Biomedical monitoring Blood pressure Cardiology Drugs Heart rate Hypertension Joining processes Production |
| title | Statistical and fuzzy models of ambulatory systolic blood pressure for hypertension diagnosis |
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