A Universal Noninvasive Continuous Blood Pressure Measurement System for Remote Healthcare Monitoring
Background: The effectiveness of any remote healthcare monitoring system depends on how much accurate, patient-friendly, versatile, and cost-effective measurement it is delivering. There has always been a huge demand for such a long-term noninvasive remote blood pressure (BP) measurement system, whi...
Gespeichert in:
Veröffentlicht in: | Telemedicine journal and e-health 2018-10, Vol.24 (10), p.83-810 |
---|---|
Hauptverfasser: | , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 810 |
---|---|
container_issue | 10 |
container_start_page | 83 |
container_title | Telemedicine journal and e-health |
container_volume | 24 |
creator | Mukherjee, Ramtanu Ghosh, Sanchita Gupta, Bharat Chakravarty, Tapas |
description | Background:
The effectiveness of any remote healthcare monitoring system depends on how much accurate, patient-friendly, versatile, and cost-effective measurement it is delivering. There has always been a huge demand for such a long-term noninvasive remote blood pressure (BP) measurement system, which could be used worldwide in the remote healthcare industry. Thus, noninvasive continuous BP measurement and remote monitoring have become an emerging area in the remote healthcare industry.
Introduction:
Photoplethysmography-based (PPG) BP measurement is a continuous, unobtrusive, patient-friendly, and cost-effective solution. However, BP measurements through PPG sensors are not much reliable and accurate due to some major limitations like pressure disturbance, motion artifacts, and variations in human skin tone.
Materials and Methods:
A novel reflective PPG sensor has been developed to eliminate the abovementioned pressure disturbance and motion artifacts during the BP measurement. Considering the variations of the human skin tone across demography, a novel algorithm has been developed to make the BP measurement accurate and reliable. The training dataset captured 186 subjects' data and the trial dataset captured another new 102 subjects' data.
Results and Discussion:
The overall accuracy achieved by using the proposed method is nearly 98%. Thus, demonstrating the efficacy of the proposed method.
Conclusions:
The developed BP monitoring system is quite accurate, reliable, cost-effective, handy, and user friendly. It is also expected that this system would be quite useful to monitor the BP of infants, elderly people, patients having wounds, burn injury, or in the intensive care unit environment. |
doi_str_mv | 10.1089/tmj.2017.0257 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1990488861</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1990488861</sourcerecordid><originalsourceid>FETCH-LOGICAL-c337t-a523e8f8924018f5e5f16c5a0945d97d8cadf61fdbd2e528c01582be2955c5143</originalsourceid><addsrcrecordid>eNqFkD1PwzAQhi0EoqUwsiKPLCm2Ezv2WCqgSOVDQOfISS6QKrGL7VTqvydRCyvTe3d69Er3IHRJyZQSqW5Cu54yQtMpYTw9QmPKuYhiIdTxMMck4oKlI3Tm_ZoQktCUnaIRUzEXgtIxghlemXoLzusGP1tTm632_Y7n1oTadLbz-LaxtsSvDrzvHOAn0EO2YAJ-3_kALa6sw2_Q2gB4AboJX4UewL4uWFebz3N0UunGw8UhJ2h1f_cxX0TLl4fH-WwZFXGchkhzFoOspGIJobLiwCsqCq6JSnip0lIWuqwErcq8ZMCZLAjlkuXAFOcFp0k8Qdf73o2z3x34kLW1L6BptIH-k4wqRRIppaA9Gu3RwlnvHVTZxtWtdruMkmwwm_Vms8FsNpjt-atDdZe3UP7Rvyp7IN4Dw1kb09SQgwv_1P4AKaeG2Q</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1990488861</pqid></control><display><type>article</type><title>A Universal Noninvasive Continuous Blood Pressure Measurement System for Remote Healthcare Monitoring</title><source>Alma/SFX Local Collection</source><creator>Mukherjee, Ramtanu ; Ghosh, Sanchita ; Gupta, Bharat ; Chakravarty, Tapas</creator><creatorcontrib>Mukherjee, Ramtanu ; Ghosh, Sanchita ; Gupta, Bharat ; Chakravarty, Tapas</creatorcontrib><description>Background:
The effectiveness of any remote healthcare monitoring system depends on how much accurate, patient-friendly, versatile, and cost-effective measurement it is delivering. There has always been a huge demand for such a long-term noninvasive remote blood pressure (BP) measurement system, which could be used worldwide in the remote healthcare industry. Thus, noninvasive continuous BP measurement and remote monitoring have become an emerging area in the remote healthcare industry.
Introduction:
Photoplethysmography-based (PPG) BP measurement is a continuous, unobtrusive, patient-friendly, and cost-effective solution. However, BP measurements through PPG sensors are not much reliable and accurate due to some major limitations like pressure disturbance, motion artifacts, and variations in human skin tone.
Materials and Methods:
A novel reflective PPG sensor has been developed to eliminate the abovementioned pressure disturbance and motion artifacts during the BP measurement. Considering the variations of the human skin tone across demography, a novel algorithm has been developed to make the BP measurement accurate and reliable. The training dataset captured 186 subjects' data and the trial dataset captured another new 102 subjects' data.
Results and Discussion:
The overall accuracy achieved by using the proposed method is nearly 98%. Thus, demonstrating the efficacy of the proposed method.
Conclusions:
The developed BP monitoring system is quite accurate, reliable, cost-effective, handy, and user friendly. It is also expected that this system would be quite useful to monitor the BP of infants, elderly people, patients having wounds, burn injury, or in the intensive care unit environment.</description><identifier>ISSN: 1530-5627</identifier><identifier>EISSN: 1556-3669</identifier><identifier>DOI: 10.1089/tmj.2017.0257</identifier><identifier>PMID: 29356611</identifier><language>eng</language><publisher>United States: Mary Ann Liebert, Inc., publishers</publisher><subject>Original Research</subject><ispartof>Telemedicine journal and e-health, 2018-10, Vol.24 (10), p.83-810</ispartof><rights>2018, Mary Ann Liebert, Inc., publishers</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c337t-a523e8f8924018f5e5f16c5a0945d97d8cadf61fdbd2e528c01582be2955c5143</citedby><cites>FETCH-LOGICAL-c337t-a523e8f8924018f5e5f16c5a0945d97d8cadf61fdbd2e528c01582be2955c5143</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29356611$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Mukherjee, Ramtanu</creatorcontrib><creatorcontrib>Ghosh, Sanchita</creatorcontrib><creatorcontrib>Gupta, Bharat</creatorcontrib><creatorcontrib>Chakravarty, Tapas</creatorcontrib><title>A Universal Noninvasive Continuous Blood Pressure Measurement System for Remote Healthcare Monitoring</title><title>Telemedicine journal and e-health</title><addtitle>Telemed J E Health</addtitle><description>Background:
The effectiveness of any remote healthcare monitoring system depends on how much accurate, patient-friendly, versatile, and cost-effective measurement it is delivering. There has always been a huge demand for such a long-term noninvasive remote blood pressure (BP) measurement system, which could be used worldwide in the remote healthcare industry. Thus, noninvasive continuous BP measurement and remote monitoring have become an emerging area in the remote healthcare industry.
Introduction:
Photoplethysmography-based (PPG) BP measurement is a continuous, unobtrusive, patient-friendly, and cost-effective solution. However, BP measurements through PPG sensors are not much reliable and accurate due to some major limitations like pressure disturbance, motion artifacts, and variations in human skin tone.
Materials and Methods:
A novel reflective PPG sensor has been developed to eliminate the abovementioned pressure disturbance and motion artifacts during the BP measurement. Considering the variations of the human skin tone across demography, a novel algorithm has been developed to make the BP measurement accurate and reliable. The training dataset captured 186 subjects' data and the trial dataset captured another new 102 subjects' data.
Results and Discussion:
The overall accuracy achieved by using the proposed method is nearly 98%. Thus, demonstrating the efficacy of the proposed method.
Conclusions:
The developed BP monitoring system is quite accurate, reliable, cost-effective, handy, and user friendly. It is also expected that this system would be quite useful to monitor the BP of infants, elderly people, patients having wounds, burn injury, or in the intensive care unit environment.</description><subject>Original Research</subject><issn>1530-5627</issn><issn>1556-3669</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNqFkD1PwzAQhi0EoqUwsiKPLCm2Ezv2WCqgSOVDQOfISS6QKrGL7VTqvydRCyvTe3d69Er3IHRJyZQSqW5Cu54yQtMpYTw9QmPKuYhiIdTxMMck4oKlI3Tm_ZoQktCUnaIRUzEXgtIxghlemXoLzusGP1tTm632_Y7n1oTadLbz-LaxtsSvDrzvHOAn0EO2YAJ-3_kALa6sw2_Q2gB4AboJX4UewL4uWFebz3N0UunGw8UhJ2h1f_cxX0TLl4fH-WwZFXGchkhzFoOspGIJobLiwCsqCq6JSnip0lIWuqwErcq8ZMCZLAjlkuXAFOcFp0k8Qdf73o2z3x34kLW1L6BptIH-k4wqRRIppaA9Gu3RwlnvHVTZxtWtdruMkmwwm_Vms8FsNpjt-atDdZe3UP7Rvyp7IN4Dw1kb09SQgwv_1P4AKaeG2Q</recordid><startdate>20181001</startdate><enddate>20181001</enddate><creator>Mukherjee, Ramtanu</creator><creator>Ghosh, Sanchita</creator><creator>Gupta, Bharat</creator><creator>Chakravarty, Tapas</creator><general>Mary Ann Liebert, Inc., publishers</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20181001</creationdate><title>A Universal Noninvasive Continuous Blood Pressure Measurement System for Remote Healthcare Monitoring</title><author>Mukherjee, Ramtanu ; Ghosh, Sanchita ; Gupta, Bharat ; Chakravarty, Tapas</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c337t-a523e8f8924018f5e5f16c5a0945d97d8cadf61fdbd2e528c01582be2955c5143</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Original Research</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Mukherjee, Ramtanu</creatorcontrib><creatorcontrib>Ghosh, Sanchita</creatorcontrib><creatorcontrib>Gupta, Bharat</creatorcontrib><creatorcontrib>Chakravarty, Tapas</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Telemedicine journal and e-health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Mukherjee, Ramtanu</au><au>Ghosh, Sanchita</au><au>Gupta, Bharat</au><au>Chakravarty, Tapas</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A Universal Noninvasive Continuous Blood Pressure Measurement System for Remote Healthcare Monitoring</atitle><jtitle>Telemedicine journal and e-health</jtitle><addtitle>Telemed J E Health</addtitle><date>2018-10-01</date><risdate>2018</risdate><volume>24</volume><issue>10</issue><spage>83</spage><epage>810</epage><pages>83-810</pages><issn>1530-5627</issn><eissn>1556-3669</eissn><abstract>Background:
The effectiveness of any remote healthcare monitoring system depends on how much accurate, patient-friendly, versatile, and cost-effective measurement it is delivering. There has always been a huge demand for such a long-term noninvasive remote blood pressure (BP) measurement system, which could be used worldwide in the remote healthcare industry. Thus, noninvasive continuous BP measurement and remote monitoring have become an emerging area in the remote healthcare industry.
Introduction:
Photoplethysmography-based (PPG) BP measurement is a continuous, unobtrusive, patient-friendly, and cost-effective solution. However, BP measurements through PPG sensors are not much reliable and accurate due to some major limitations like pressure disturbance, motion artifacts, and variations in human skin tone.
Materials and Methods:
A novel reflective PPG sensor has been developed to eliminate the abovementioned pressure disturbance and motion artifacts during the BP measurement. Considering the variations of the human skin tone across demography, a novel algorithm has been developed to make the BP measurement accurate and reliable. The training dataset captured 186 subjects' data and the trial dataset captured another new 102 subjects' data.
Results and Discussion:
The overall accuracy achieved by using the proposed method is nearly 98%. Thus, demonstrating the efficacy of the proposed method.
Conclusions:
The developed BP monitoring system is quite accurate, reliable, cost-effective, handy, and user friendly. It is also expected that this system would be quite useful to monitor the BP of infants, elderly people, patients having wounds, burn injury, or in the intensive care unit environment.</abstract><cop>United States</cop><pub>Mary Ann Liebert, Inc., publishers</pub><pmid>29356611</pmid><doi>10.1089/tmj.2017.0257</doi><tpages>728</tpages></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1530-5627 |
ispartof | Telemedicine journal and e-health, 2018-10, Vol.24 (10), p.83-810 |
issn | 1530-5627 1556-3669 |
language | eng |
recordid | cdi_proquest_miscellaneous_1990488861 |
source | Alma/SFX Local Collection |
subjects | Original Research |
title | A Universal Noninvasive Continuous Blood Pressure Measurement System for Remote Healthcare Monitoring |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-28T21%3A01%3A45IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20Universal%20Noninvasive%20Continuous%20Blood%20Pressure%20Measurement%20System%20for%20Remote%20Healthcare%20Monitoring&rft.jtitle=Telemedicine%20journal%20and%20e-health&rft.au=Mukherjee,%20Ramtanu&rft.date=2018-10-01&rft.volume=24&rft.issue=10&rft.spage=83&rft.epage=810&rft.pages=83-810&rft.issn=1530-5627&rft.eissn=1556-3669&rft_id=info:doi/10.1089/tmj.2017.0257&rft_dat=%3Cproquest_cross%3E1990488861%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1990488861&rft_id=info:pmid/29356611&rfr_iscdi=true |