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dc.creatorVićentić, Teodora
dc.creatorRašljić Rafajilović, Milena
dc.creatorIlić, Stefan
dc.creatorKoteska, Bojana
dc.creatorMadevska Bogdanova, Ana
dc.creatorPašti, Igor
dc.creatorLehocki, Fedor
dc.creatorSpasenović, Marko
dc.date.accessioned2023-01-13T08:45:45Z
dc.date.available2023-01-13T08:45:45Z
dc.date.issued2022
dc.identifier.issn1424-8220
dc.identifier.urihttps://cer.ihtm.bg.ac.rs/handle/123456789/5559
dc.description.abstractThe HeartPy Python toolkit for analysis of noisy signals from heart rate measurements is an excellent tool to use in conjunction with novel wearable sensors. Nevertheless, most of the work to date has focused on applying the toolkit to data measured with commercially available sensors. We demonstrate the application of the HeartPy functions to data obtained with a novel graphene-based heartbeat sensor. We produce the sensor by laser-inducing graphene on a flexible polyimide substrate. Both graphene on the polyimide substrate and graphene transferred onto a PDMS substrate show piezoresistive behavior that can be utilized to measure human heartbeat by registering median cubital vein motion during blood pumping. We process electrical resistance data from the graphene sensor using HeartPy and demonstrate extraction of several heartbeat parameters, in agreement with measurements taken with independent reference sensors. We compare the quality of the heartbeat signal from graphene on different substrates, demonstrating that in all cases the device yields results consistent with reference sensors. Our work is a first demonstration of successful application of HeartPy to analysis of data from a sensor in development.
dc.publisherMDPI AGen
dc.relationNATO Science for Peace and Security Program under project SP4LIFE, number G58255825en
dc.relationinfo:eu-repo/grantAgreement/MESTD/inst-2020/200026/RS//en
dc.relationinfo:eu-repo/grantAgreement/MESTD/inst-2020/200146/RS//en
dc.relationinfo:eu-repo/grantAgreement/ScienceFundRS/Promis/6057070/RS//en
dc.rightsopenAccess
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.sourceSensorsen
dc.subjectbioinformatics
dc.subjectbiomedical electronics
dc.subjectbiomedical materials
dc.subjectbiomedical signal processing
dc.subjectbiosensors
dc.subjectmedical information systems
dc.subjectprogramming
dc.subjectsoftware performance
dc.subjectwearable sensors
dc.titleLaser-Induced Graphene for Heartbeat Monitoring with HeartPy Analysisen
dc.typearticleen
dc.rights.licenseBY
dc.rights.holderThe Authors
dc.citation.volume22
dc.citation.issue17
dc.citation.spage6326
dc.citation.rankM21~
dc.identifier.doi10.3390/s22176326
dc.identifier.fulltexthttp://cer.ihtm.bg.ac.rs/bitstream/id/23410/sensors-22-06326-v2.pdf
dc.identifier.scopus2-s2.0-85137590486
dc.identifier.wos00085191160000
dc.type.versionpublishedVersion


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