Design and Clinical Evaluation of a Non-Contact Heart Rate Variability Measuring Device
The object of the proposed paper is to design and analyze the performance of a non-contact heart rate variability (HRV) measuring device based on ultrasound transducers. The rationale behind non-contact HRV measurement is the goal of obtaining a means of long term monitoring of a patient’s heart per...
Saved in:
Published in | Sensors (Basel, Switzerland) Vol. 17; no. 11; p. 2637 |
---|---|
Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
Switzerland
MDPI AG
16.11.2017
MDPI |
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | The object of the proposed paper is to design and analyze the performance of a non-contact heart rate variability (HRV) measuring device based on ultrasound transducers. The rationale behind non-contact HRV measurement is the goal of obtaining a means of long term monitoring of a patient’s heart performance. Due to its complexity as a non-contact measuring device, influential physical quantities, error source and other perturbations were thoroughly investigated. For medical purposes it is of utmost importance to define the target uncertainty of a measuring method from the side of physicians, while it is the role of scientists to realistically evaluate all uncertainty contributions. Within this paper we present a novelty method of non-contact HRV measurement based on ultrasound transducers operating at two frequencies simultaneously. We report laboratory results and clinical evaluations are given for healthy subjects as well as patients with known heart conditions. Furthermore, laboratory tests were conducted on subjects during a relaxation period, and after 1 min physical activity |
---|---|
AbstractList | The object of the proposed paper is to design and analyze the performance of a non-contact heart rate variability (HRV) measuring device based on ultrasound transducers. The rationale behind non-contact HRV measurement is the goal of obtaining a means of long term monitoring of a patient's heart performance. Due to its complexity as a non-contact measuring device, influential physical quantities, error source and other perturbations were thoroughly investigated. For medical purposes it is of utmost importance to define the target uncertainty of a measuring method from the side of physicians, while it is the role of scientists to realistically evaluate all uncertainty contributions. Within this paper we present a novelty method of non-contact HRV measurement based on ultrasound transducers operating at two frequencies simultaneously. We report laboratory results and clinical evaluations are given for healthy subjects as well as patients with known heart conditions. Furthermore, laboratory tests were conducted on subjects during a relaxation period, and after 1 min physical activity.The object of the proposed paper is to design and analyze the performance of a non-contact heart rate variability (HRV) measuring device based on ultrasound transducers. The rationale behind non-contact HRV measurement is the goal of obtaining a means of long term monitoring of a patient's heart performance. Due to its complexity as a non-contact measuring device, influential physical quantities, error source and other perturbations were thoroughly investigated. For medical purposes it is of utmost importance to define the target uncertainty of a measuring method from the side of physicians, while it is the role of scientists to realistically evaluate all uncertainty contributions. Within this paper we present a novelty method of non-contact HRV measurement based on ultrasound transducers operating at two frequencies simultaneously. We report laboratory results and clinical evaluations are given for healthy subjects as well as patients with known heart conditions. Furthermore, laboratory tests were conducted on subjects during a relaxation period, and after 1 min physical activity. The object of the proposed paper is to design and analyze the performance of a non-contact heart rate variability (HRV) measuring device based on ultrasound transducers. The rationale behind non-contact HRV measurement is the goal of obtaining a means of long term monitoring of a patient’s heart performance. Due to its complexity as a non-contact measuring device, influential physical quantities, error source and other perturbations were thoroughly investigated. For medical purposes it is of utmost importance to define the target uncertainty of a measuring method from the side of physicians, while it is the role of scientists to realistically evaluate all uncertainty contributions. Within this paper we present a novelty method of non-contact HRV measurement based on ultrasound transducers operating at two frequencies simultaneously. We report laboratory results and clinical evaluations are given for healthy subjects as well as patients with known heart conditions. Furthermore, laboratory tests were conducted on subjects during a relaxation period, and after 1 min physical activity The object of the proposed paper is to design and analyze the performance of a non-contact heart rate variability ( ) measuring device based on ultrasound transducers. The rationale behind non-contact measurement is the goal of obtaining a means of long term monitoring of a patient's heart performance. Due to its complexity as a non-contact measuring device, influential physical quantities, error source and other perturbations were thoroughly investigated. For medical purposes it is of utmost importance to define the target uncertainty of a measuring method from the side of physicians, while it is the role of scientists to realistically evaluate all uncertainty contributions. Within this paper we present a novelty method of non-contact measurement based on ultrasound transducers operating at two frequencies simultaneously. We report laboratory results and clinical evaluations are given for healthy subjects as well as patients with known heart conditions. Furthermore, laboratory tests were conducted on subjects during a relaxation period, and after 1 min physical activity. The object of the proposed paper is to design and analyze the performance of a non-contact heart rate variability ( HRV ) measuring device based on ultrasound transducers. The rationale behind non-contact HRV measurement is the goal of obtaining a means of long term monitoring of a patient’s heart performance. Due to its complexity as a non-contact measuring device, influential physical quantities, error source and other perturbations were thoroughly investigated. For medical purposes it is of utmost importance to define the target uncertainty of a measuring method from the side of physicians, while it is the role of scientists to realistically evaluate all uncertainty contributions. Within this paper we present a novelty method of non-contact HRV measurement based on ultrasound transducers operating at two frequencies simultaneously. We report laboratory results and clinical evaluations are given for healthy subjects as well as patients with known heart conditions. Furthermore, laboratory tests were conducted on subjects during a relaxation period, and after 1 min physical activity |
Author | Kranjec, Jure Geršak, Gregor Šinkovec, Matjaž Hudoklin, Domen Beguš, Samo Drnovšek, Janko |
AuthorAffiliation | 1 Faculty of Electrical Engineering, University of Ljubljana, Tržaška 25, 1000 Ljubljana, Slovenia; jure.kranjec@fe.uni-lj.si (J.K.); samo.begus@fe.uni-lj.si (S.B.); gregor.gersak@fe.uni-lj.si (G.G.); janko.drnovsek@fe.uni-lj.si (J.D.) 2 Clinical Department of Cardiology, University Medical Centre Ljubljana, Zaloška 7, 1000 Ljubljana, Slovenia; matjaz.sinkovec@kclj.si |
AuthorAffiliation_xml | – name: 2 Clinical Department of Cardiology, University Medical Centre Ljubljana, Zaloška 7, 1000 Ljubljana, Slovenia; matjaz.sinkovec@kclj.si – name: 1 Faculty of Electrical Engineering, University of Ljubljana, Tržaška 25, 1000 Ljubljana, Slovenia; jure.kranjec@fe.uni-lj.si (J.K.); samo.begus@fe.uni-lj.si (S.B.); gregor.gersak@fe.uni-lj.si (G.G.); janko.drnovsek@fe.uni-lj.si (J.D.) |
Author_xml | – sequence: 1 givenname: Jure surname: Kranjec fullname: Kranjec, Jure – sequence: 2 givenname: Samo surname: Beguš fullname: Beguš, Samo – sequence: 3 givenname: Gregor orcidid: 0000-0002-1161-9197 surname: Geršak fullname: Geršak, Gregor – sequence: 4 givenname: Matjaž surname: Šinkovec fullname: Šinkovec, Matjaž – sequence: 5 givenname: Janko surname: Drnovšek fullname: Drnovšek, Janko – sequence: 6 givenname: Domen surname: Hudoklin fullname: Hudoklin, Domen |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/29144400$$D View this record in MEDLINE/PubMed |
BookMark | eNplkktv1DAURiNURB-w4A8gS2xgEepXYnuDhKaFViogIR5L68a5HjzK2K2djNR_T6bTVm1Z2bLPPfrsew-rvZgiVtVrRj8IYehxYYox3gr1rDpgkstac073Huz3q8NSVpRyIYR-Ue1zw6SUlB5Uf06whGUkEHuyGEIMDgZyuoFhgjGkSJInQL6lWC9SHMGN5Awhj-QHjEh-Qw7QhSGM1-QrQplyiEtygpvg8GX13MNQ8NXtelT9-nz6c3FWX3z_cr74dFE72ZqxFrrvaKs6pXraSm6MAdZ41kkPmiLvEbE3VGsK3vvG96rhotU9nV8tUHstjqrznbdPsLKXOawhX9sEwd4cpLy0c97gBrRth12rBJXYSOmMBCUEY52TyhsGnM6ujzvX5dStsXcYxwzDI-njmxj-2mXa2EYxrqWaBe9uBTldTVhGuw7F4TBAxDQVy0zbcGm02aJvn6CrNOU4f9VMKaV1q9mWevMw0X2Uu_7NwPEOcDmVktFbF8abzs0Bw2AZtdsJsfcTMle8f1JxJ_2f_QdJnrjr |
CitedBy_id | crossref_primary_10_35848_1347_4065_ab8a07 crossref_primary_10_1109_JSEN_2019_2949435 crossref_primary_10_37391_ijeer_100325 crossref_primary_10_1038_s41598_019_43205_7 crossref_primary_10_3390_s19183969 crossref_primary_10_3390_s24196374 crossref_primary_10_1080_19345747_2019_1631422 crossref_primary_10_3390_s20082186 crossref_primary_10_1016_j_eswa_2022_117867 crossref_primary_10_4236_jbm_2023_1112006 crossref_primary_10_1038_s41598_019_50526_0 crossref_primary_10_3390_s20185094 crossref_primary_10_1016_j_mehy_2024_111553 crossref_primary_10_1109_ACCESS_2020_2995861 |
Cites_doi | 10.1016/j.infrared.2017.05.010 10.1007/s11517-012-1021-6 10.1016/j.ijcard.2017.05.001 10.1117/12.2208130 10.1007/s40501-017-0118-9 10.1016/j.apergo.2008.01.019 10.1109/TIM.2013.2287118 10.2165/00007256-200333120-00003 10.1007/s11517-006-0119-0 10.1109/RBME.2010.2084078 10.1161/01.CIR.93.5.1043 10.1007/s40279-013-0071-8 10.1016/S1566-0702(01)00284-3 10.1007/s10558-009-9082-3 10.1016/j.bspc.2014.03.004 10.1186/s12938-016-0300-0 10.1016/j.eswa.2010.12.028 10.1002/mop.24877 10.1016/S1569-9048(03)00090-9 10.1109/TNSRE.2010.2047656 |
ContentType | Journal Article |
Copyright | Copyright MDPI AG 2017 2017 by the authors. 2017 |
Copyright_xml | – notice: Copyright MDPI AG 2017 – notice: 2017 by the authors. 2017 |
DBID | AAYXX CITATION CGR CUY CVF ECM EIF NPM 3V. 7X7 7XB 88E 8FI 8FJ 8FK ABUWG AFKRA AZQEC BENPR CCPQU DWQXO FYUFA GHDGH K9. M0S M1P PHGZM PHGZT PIMPY PJZUB PKEHL PPXIY PQEST PQQKQ PQUKI PRINS 7X8 5PM DOA |
DOI | 10.3390/s17112637 |
DatabaseName | CrossRef Medline MEDLINE MEDLINE (Ovid) MEDLINE MEDLINE PubMed ProQuest Central (Corporate) Health & Medical Collection ProQuest Central (purchase pre-March 2016) Medical Database (Alumni Edition) ProQuest Hospital Collection Hospital Premium Collection (Alumni Edition) ProQuest Central (Alumni) (purchase pre-March 2016) ProQuest Central (Alumni) ProQuest Central UK/Ireland ProQuest Central Essentials ProQuest Central ProQuest One Community College ProQuest Central Korea Health Research Premium Collection Health Research Premium Collection (Alumni) ProQuest Health & Medical Complete (Alumni) ProQuest Health & Medical Collection Medical Database ProQuest Central Premium ProQuest One Academic Publicly Available Content Database ProQuest Health & Medical Research Collection ProQuest One Academic Middle East (New) ProQuest One Health & Nursing ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China MEDLINE - Academic PubMed Central (Full Participant titles) Open Access Journals (DOAJ) |
DatabaseTitle | CrossRef MEDLINE Medline Complete MEDLINE with Full Text PubMed MEDLINE (Ovid) Publicly Available Content Database ProQuest One Academic Middle East (New) ProQuest Central Essentials ProQuest Health & Medical Complete (Alumni) ProQuest Central (Alumni Edition) ProQuest One Community College ProQuest One Health & Nursing ProQuest Central China ProQuest Central ProQuest Health & Medical Research Collection Health Research Premium Collection Health and Medicine Complete (Alumni Edition) ProQuest Central Korea Health & Medical Research Collection ProQuest Central (New) ProQuest Medical Library (Alumni) ProQuest One Academic Eastern Edition ProQuest Hospital Collection Health Research Premium Collection (Alumni) ProQuest Hospital Collection (Alumni) ProQuest Health & Medical Complete ProQuest Medical Library ProQuest One Academic UKI Edition ProQuest One Academic ProQuest One Academic (New) ProQuest Central (Alumni) MEDLINE - Academic |
DatabaseTitleList | MEDLINE - Academic MEDLINE CrossRef Publicly Available Content Database |
Database_xml | – sequence: 1 dbid: DOA name: DOAJ (Directory of Open Access Journals) url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 3 dbid: EIF name: MEDLINE url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search sourceTypes: Index Database – sequence: 4 dbid: BENPR name: ProQuest Central url: https://www.proquest.com/central sourceTypes: Aggregation Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering |
EISSN | 1424-8220 |
ExternalDocumentID | oai_doaj_org_article_6beb67304e544c94a73311bc47f91a20 PMC5712847 29144400 10_3390_s17112637 |
Genre | Journal Article |
GroupedDBID | --- 123 2WC 53G 5VS 7X7 88E 8FE 8FG 8FI 8FJ AADQD AAHBH AAYXX ABDBF ABUWG ACUHS ADBBV ADMLS ADRAZ AENEX AFKRA AFZYC ALIPV ALMA_UNASSIGNED_HOLDINGS BENPR BPHCQ BVXVI CCPQU CITATION CS3 D1I DU5 E3Z EBD ESX F5P FYUFA GROUPED_DOAJ GX1 HH5 HMCUK HYE IPNFZ KQ8 L6V M1P M48 MODMG M~E OK1 OVT P2P P62 PHGZM PHGZT PIMPY PQQKQ PROAC PSQYO RIG RNS RPM TUS UKHRP XSB ~8M CGR CUY CVF ECM EIF NPM PJZUB PPXIY 3V. 7XB 8FK AZQEC DWQXO K9. PKEHL PQEST PQUKI PRINS 7X8 5PM PUEGO |
ID | FETCH-LOGICAL-c469t-38db067b77d0642999a15f1b4fa80e2deeed90880afff5fd752368d03903e8f83 |
IEDL.DBID | M48 |
ISSN | 1424-8220 |
IngestDate | Wed Aug 27 01:31:45 EDT 2025 Thu Aug 21 18:20:37 EDT 2025 Thu Jul 10 23:06:04 EDT 2025 Fri Jul 25 20:22:10 EDT 2025 Mon Jul 21 05:52:03 EDT 2025 Tue Jul 01 01:36:43 EDT 2025 Thu Apr 24 23:11:19 EDT 2025 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 11 |
Keywords | non-contact heart rate measurement target uncertainty clinical evaluation heart rate variability ultrasound |
Language | English |
License | https://creativecommons.org/licenses/by/4.0 Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c469t-38db067b77d0642999a15f1b4fa80e2deeed90880afff5fd752368d03903e8f83 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
ORCID | 0000-0002-1161-9197 |
OpenAccessLink | http://journals.scholarsportal.info/openUrl.xqy?doi=10.3390/s17112637 |
PMID | 29144400 |
PQID | 1977886817 |
PQPubID | 2032333 |
ParticipantIDs | doaj_primary_oai_doaj_org_article_6beb67304e544c94a73311bc47f91a20 pubmedcentral_primary_oai_pubmedcentral_nih_gov_5712847 proquest_miscellaneous_1965249897 proquest_journals_1977886817 pubmed_primary_29144400 crossref_citationtrail_10_3390_s17112637 crossref_primary_10_3390_s17112637 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 2017-11-16 |
PublicationDateYYYYMMDD | 2017-11-16 |
PublicationDate_xml | – month: 11 year: 2017 text: 2017-11-16 day: 16 |
PublicationDecade | 2010 |
PublicationPlace | Switzerland |
PublicationPlace_xml | – name: Switzerland – name: Basel |
PublicationTitle | Sensors (Basel, Switzerland) |
PublicationTitleAlternate | Sensors (Basel) |
PublicationYear | 2017 |
Publisher | MDPI AG MDPI |
Publisher_xml | – name: MDPI AG – name: MDPI |
References | Howaard (ref_33) 2005; 21 Sztajzel (ref_3) 2004; 134 Vicente (ref_16) 2011; 38 Baig (ref_8) 2013; 51 ref_10 Grote (ref_5) 2003; 136 ref_31 ref_30 Jammet (ref_32) 1984; 46 Aubert (ref_11) 2003; 33 Novak (ref_18) 2010; 18 Lucini (ref_14) 2017; 240 Lu (ref_6) 2009; 9 Plews (ref_13) 2013; 43 Ridout (ref_20) 2017; 4 Collet (ref_15) 2009; 40 Obeid (ref_28) 2010; 52 Verlinde (ref_12) 2001; 90 Patel (ref_17) 2011; 38 Acharya (ref_2) 2006; 44 ref_25 ref_24 Joshi (ref_4) 2014; 3 ref_22 Kranjec (ref_7) 2014; 13 ref_29 Ferraro (ref_19) 2017; 2 ref_27 Camm (ref_1) 1996; 93 ref_26 Kranjec (ref_21) 2014; 63 Chi (ref_9) 2010; 3 Kapu (ref_23) 2017; 85 8598068 - Circulation. 1996 Mar 1;93(5):1043-65 23334714 - Med Biol Eng Comput. 2013 May;51(5):485-95 12853006 - Respir Physiol Neurobiol. 2003 Jul 16;136(2-3):141-52 6706609 - Health Phys. 1984 Apr;46(4):969-74 28495249 - Int J Cardiol. 2017 Aug 1;240:307-312 19728090 - Cardiovasc Eng. 2009 Sep;9(3):119-25 15517504 - Swiss Med Wkly. 2004 Sep 4;134(35-36):514-22 12974657 - Sports Med. 2003;33(12):889-919 23852425 - Sports Med. 2013 Sep;43(9):773-81 11485282 - Auton Neurosci. 2001 Jul 20;90(1-2):138-41 17111118 - Med Biol Eng Comput. 2006 Dec;44(12):1031-51 20388601 - IEEE Trans Neural Syst Rehabil Eng. 2010 Aug;18(4):351-61 18353277 - Appl Ergon. 2009 Jan;40(1):23-32 28269145 - Conf Proc IEEE Eng Med Biol Soc. 2016 Aug;2016:3930-3936 28249595 - Biomed Eng Online. 2017 Jan 17;16(1):17 22275204 - IEEE Rev Biomed Eng. 2010;3:106-19 |
References_xml | – volume: 85 start-page: 56 year: 2017 ident: ref_23 article-title: Resting heart rate estimation using PIR sensors publication-title: Infrared Phys. Technol. doi: 10.1016/j.infrared.2017.05.010 – volume: 51 start-page: 485 year: 2013 ident: ref_8 article-title: A comprehensive survey of wearable and wireless ECG monitoring systems for older adults publication-title: Med. Boil. Eng. Comput. doi: 10.1007/s11517-012-1021-6 – volume: 240 start-page: 307 year: 2017 ident: ref_14 article-title: Heart rate variability to monitor performance in elite athletes: Criticalities and avoidable pitfalls publication-title: Int. J. Cardiol. doi: 10.1016/j.ijcard.2017.05.001 – ident: ref_30 – volume: 46 start-page: 969 year: 1984 ident: ref_32 article-title: Interim Guidelines on limits of human exposure to airborne ultrasound. International Non-Ionizing Radiation Committee of the International Radiation Protection Association publication-title: Health Phys. – ident: ref_26 – ident: ref_24 doi: 10.1117/12.2208130 – volume: 2 start-page: 21 year: 2017 ident: ref_19 article-title: Improvement in Heart Rate Variability during Mild Cognitive Task Following Concussion publication-title: Int. J. Exerc. Sci. – volume: 38 start-page: 89 year: 2011 ident: ref_16 article-title: Detection of drivers drowsiness by means of HRV analysis publication-title: Proc. Comput. Cardiol. – volume: 4 start-page: 271 year: 2017 ident: ref_20 article-title: Heart Rate Variability Responses to a Standardized Virtual Reality Exposure in Veterans with PTSD publication-title: Curr. Treat. Options Psychiatry doi: 10.1007/s40501-017-0118-9 – volume: 21 start-page: 253 year: 2005 ident: ref_33 article-title: A review of current ultrasound exposure limits publication-title: J. Occup. Health Saf. – volume: 40 start-page: 23 year: 2009 ident: ref_15 article-title: Autonomic nervous system and subjective ratings of strain in air-traffic control publication-title: Appl. Ergonom. doi: 10.1016/j.apergo.2008.01.019 – volume: 63 start-page: 838 year: 2014 ident: ref_21 article-title: Novel Methods for Noncontact Heart Rate Measurement: A Feasibility Study publication-title: IEEE Trans. Instrum. Meas. doi: 10.1109/TIM.2013.2287118 – volume: 33 start-page: 889 year: 2003 ident: ref_11 article-title: Heart rate variability in athletes publication-title: Sports Med. doi: 10.2165/00007256-200333120-00003 – volume: 44 start-page: 1031 year: 2006 ident: ref_2 article-title: Heart rate variability: A review publication-title: Med. Biol. Eng. Comput. doi: 10.1007/s11517-006-0119-0 – volume: 3 start-page: 106 year: 2010 ident: ref_9 article-title: Dry-Contact and Noncontact Biopotential Electrodes: Methodological Review publication-title: IEEE Rev. Biomed. Eng. doi: 10.1109/RBME.2010.2084078 – volume: 134 start-page: 514 year: 2004 ident: ref_3 article-title: Heart rate variability: A noninvasive electrocardiographic method to measure the autonomic nervous system publication-title: Swiss Med. Wkly. – volume: 93 start-page: 1043 year: 1996 ident: ref_1 article-title: Heart rate variability: standards of measurement, physiological interpretation and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology publication-title: Circulation doi: 10.1161/01.CIR.93.5.1043 – volume: 43 start-page: 773 year: 2013 ident: ref_13 article-title: Training Adaptation and Heart Rate Variability in Elite Endurance Athletes: Opening the Door to Effective Monitoring publication-title: Sports Med. doi: 10.1007/s40279-013-0071-8 – volume: 90 start-page: 138 year: 2001 ident: ref_12 article-title: Wavelet decomposition analysis of heart rate variability in aerobic athletes publication-title: Auton. Neurosci. doi: 10.1016/S1566-0702(01)00284-3 – ident: ref_25 – ident: ref_31 – volume: 9 start-page: 119 year: 2009 ident: ref_6 article-title: Limitations of Oximetry to Measure Heart Rate Variability Measures publication-title: Cardiovasc. Eng. doi: 10.1007/s10558-009-9082-3 – ident: ref_29 – volume: 13 start-page: 102 year: 2014 ident: ref_7 article-title: Non-contact heart rate and heart rate variability measurements: A review publication-title: Biomed. Signal Process. Control doi: 10.1016/j.bspc.2014.03.004 – ident: ref_27 – ident: ref_10 – ident: ref_22 doi: 10.1186/s12938-016-0300-0 – volume: 38 start-page: 7235 year: 2011 ident: ref_17 article-title: Applying neural network analysis on heart rate variability data to assess driver fatigue publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2010.12.028 – volume: 3 start-page: 12466 year: 2014 ident: ref_4 article-title: A Review Paper on Analysis of Electrocardiograph (ECG) Signal for the Detection of Arrhythmia Abnormalities publication-title: Int. J. Adv. Res. Electr. Electron. Instrum. Eng. – volume: 52 start-page: 192 year: 2010 ident: ref_28 article-title: Multitunable microwave system for touchless heartbeat detection and heart rate variability extraction publication-title: Microw. Opt. Technol. Lett. doi: 10.1002/mop.24877 – volume: 136 start-page: 141 year: 2003 ident: ref_5 article-title: Finger plethysmography—A method for monitoring finger blood flow during sleep disordered breathing publication-title: Respir. Physiol. Neurobiol. doi: 10.1016/S1569-9048(03)00090-9 – volume: 18 start-page: 351 year: 2010 ident: ref_18 article-title: Psychophysiological responses to robotic rehabilitation tasks in stroke publication-title: IEEE Trans. Neural Syst. Rehabil. Eng. doi: 10.1109/TNSRE.2010.2047656 – reference: 23852425 - Sports Med. 2013 Sep;43(9):773-81 – reference: 19728090 - Cardiovasc Eng. 2009 Sep;9(3):119-25 – reference: 12853006 - Respir Physiol Neurobiol. 2003 Jul 16;136(2-3):141-52 – reference: 22275204 - IEEE Rev Biomed Eng. 2010;3:106-19 – reference: 15517504 - Swiss Med Wkly. 2004 Sep 4;134(35-36):514-22 – reference: 12974657 - Sports Med. 2003;33(12):889-919 – reference: 28269145 - Conf Proc IEEE Eng Med Biol Soc. 2016 Aug;2016:3930-3936 – reference: 28495249 - Int J Cardiol. 2017 Aug 1;240:307-312 – reference: 23334714 - Med Biol Eng Comput. 2013 May;51(5):485-95 – reference: 6706609 - Health Phys. 1984 Apr;46(4):969-74 – reference: 11485282 - Auton Neurosci. 2001 Jul 20;90(1-2):138-41 – reference: 18353277 - Appl Ergon. 2009 Jan;40(1):23-32 – reference: 20388601 - IEEE Trans Neural Syst Rehabil Eng. 2010 Aug;18(4):351-61 – reference: 17111118 - Med Biol Eng Comput. 2006 Dec;44(12):1031-51 – reference: 8598068 - Circulation. 1996 Mar 1;93(5):1043-65 – reference: 28249595 - Biomed Eng Online. 2017 Jan 17;16(1):17 |
SSID | ssj0023338 |
Score | 2.3024166 |
Snippet | The object of the proposed paper is to design and analyze the performance of a non-contact heart rate variability (HRV) measuring device based on ultrasound... The object of the proposed paper is to design and analyze the performance of a non-contact heart rate variability ( ) measuring device based on ultrasound... The object of the proposed paper is to design and analyze the performance of a non-contact heart rate variability ( HRV ) measuring device based on ultrasound... |
SourceID | doaj pubmedcentral proquest pubmed crossref |
SourceType | Open Website Open Access Repository Aggregation Database Index Database Enrichment Source |
StartPage | 2637 |
SubjectTerms | clinical evaluation Exercise Heart Rate heart rate measurement heart rate variability Humans Laboratories non-contact target uncertainty Ultrasonic imaging ultrasound |
SummonAdditionalLinks | – databaseName: Open Access Journals (DOAJ) dbid: DOA link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LT4QwEG6MJz0Y366uphoPXogU-jz62mxM3IPxdSMttNHEgHHZg__eaWEJa0y8eOEAA5SZaWc-GL5B6FQUxAHKiKPcwIaaxEUqdiqSOs2JVLniLlRbTPj4kd6-sJdeqy9fE9bQAzeKO-fGGg5uSC2jNFdU-yaDxORUOEV0EtA6xLw5mGqhVgrIq-ERSgHUn0-J8L_K-GbnvegTSPp_yyx_Fkj2Is5oHa21qSK-aIa4gZZsuYlWewSCW-j5OhRgYF0WuGX4fMc3HYE3rhzWeFKVkSeh0nmNx-DYNb6HBBM_AUpuSLq_8F14UwiXxNfWLx3b6HF083A1jtpWCVEO-LaOUlkYiDtGiMIjCsj6NGGOGOq0jG1SWAiFvqIp1s455goB-JPLIgblpFY6me6g5bIq7R7CcIbTTHNihKM25UYzlWrKwIKaWSMG6GyuwixvecR9O4v3DPCE13bWaXuATjrRj4Y84zehS2-HTsDzXYcd4AVZ6wXZX14wQMO5FbN2Ek4zArmtlFwSuMdxdximj_8moktbzbwMZ4BApQKZ3cbo3UgSBWgT1rgBEgvusDDUxSPl22ug6GYixP39_3i2A7SS-FzC1x7yIVquP2f2EDKh2hwFp_8G3EMGWA priority: 102 providerName: Directory of Open Access Journals – databaseName: ProQuest Technology Collection dbid: 8FG link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwELagXOCAeDdQkEEcuESNEz9PqKVdVkj0gCj0FtmODZWqpHTTA_-eGccbdlHFJYdkElkz9sx89uQbQt6qjkVAGVXpHVy4q2NpqmhKbRvPtPFGxlRtcSKXp_zTmTjLG26rXFa59onJUXeDxz3yfQaJitZSM_X-8leJXaPwdDW30LhN7jCINFjSpRcfZ8DVAP6a2IQagPb7K6bwhxlseb4RgxJV_0355b9lkhtxZ_GA3M8JIz2YLPyQ3Ar9I3Jvg0bwMfl-lMowqO07mnk-L-jxTONNh0gtPRn6EqmorB_pEqb3SL9Amkm_AVaeqLp_089pvxA-SY8COpAn5HRx_PXDsswNE0oPKHcsG905iD5OqQ5xBeR-lonIHI9WV6HuAgRErGuqbIxRxE4BCpW6q0A5TdBRN0_JTj_0YZdQeCNaYSVzKvLQSGeFaSwXYEcrglMFebdWYeszmzg2tbhoAVWgtttZ2wV5M4teThQaNwkdoh1mAWS9TjeGqx9tXkStdMFJcEk8CM694RYbTjLnuYqG2boqyN7aim1eiqv278QpyOv5MSwiPBmxfRiuUUYKwKHagMyzyejzSGoDmBM8XUHU1nTYGur2k_78ZyLqFipF_-f_H9YLcrfGXAFrC-Ue2RmvrsNLyHRG9ypN5z9J5v6t priority: 102 providerName: ProQuest |
Title | Design and Clinical Evaluation of a Non-Contact Heart Rate Variability Measuring Device |
URI | https://www.ncbi.nlm.nih.gov/pubmed/29144400 https://www.proquest.com/docview/1977886817 https://www.proquest.com/docview/1965249897 https://pubmed.ncbi.nlm.nih.gov/PMC5712847 https://doaj.org/article/6beb67304e544c94a73311bc47f91a20 |
Volume | 17 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lj9MwEB7t4wIHxHsLS2UQBy6BOPErB4RYtqVC2gqtKPQW2YkNSFUC3azE_ntm0iRqUU9cckgmiTUzzsxnT74BeKlLHhBlxFHh8CBcEqIsDllkbFpwkxWZCm21xVzNFuLTUi4PoO-x2Snwai-0o35Si_Xq9Z_fN-9wwr8lxImQ_c0V1_QjTKoP4RgDkqZGBhdi2ExIUoRhG1KhXXEiAs4QUAj6vW0rKrXk_fsyzn8LJ7ci0fQu3OlSSPZ-Y_N7cOCr-3B7i1jwAXw7bwszmK1K1jF_rthkIPZmdWCWzesqInIqWzRshg7fsEtMPNlXRM8b8u4bdtGuIOIj2bmnT8pDWEwnXz7Moq6FQlQg7m2i1JQO45HTuiSkgdmg5TJwJ4I1sU9KjyGSKp1iG0KQodSIS5UpY9RT6k0w6SM4qurKnwDDO4KVVnGng_CpclZmqRUSLWuld3oEr3oV5kXHL05tLlY54gxSfD4ofgQvBtFfG1KNfUJnZIdBgHiw2xP1-nveTatcOe8UfqSEl0IUmbDUgpK7QuiQcZvEIzjtrZj3vpVzzHmNUYbjO54Pl3Fa0V6JrXx9TTJKIjI1Gco83hh9GEnvNCPQO-6wM9TdK9XPHy11t9RtPvDkv-98CrcSSiyoEFGdwlGzvvbPMC1q3BgO9VLj0Uw_juH4bDL_fDlulxjG7XT4Cya7EaU |
linkProvider | Scholars Portal |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELZKOQAHxJtAAYNA4hI1Tvw8IARsly1t94Ba6C21ExuQqqR0U6H-KX4jM3mxiypuveQQTyJrPB7PZ4-_IeSlKlkAlJHEhYMHd2mITRJMrG1WMG0KI0ObbTGXswP-6VAcrpHfw10YTKscfGLrqMu6wD3yTQaBitZSM_X25GeMVaPwdHUoodGZxY4__wWQbfFmewLj-ypNp1v7H2ZxX1UgLgAKNnGmSwcu2ilVYvANAZJlIjDHg9WJT0sPqwYm_yQ2hCBCqQCqSV0mmUkyr4PO4L9XyFWewUqON9OnH0eAlwHe69iLoDHZXDCFF3SwxPrSmteWBrgonv03LXNpnZveIjf7AJW-6yzqNlnz1R1yY4m28C75OmnTPqitStrzih7TrZE2nNaBWjqvqxipr2zR0BnoraGfIaylXwCbd9Tg53Sv3Z-EX9KJR4d1jxxciirvk_WqrvxDQuGLYIWVzKnAfSadFSazXIDdWOGdisjrQYV50bOXYxGN4xxQDGo7H7UdkRej6ElH2XGR0Hsch1EAWbbbF_Xpt7yftLl03klwgdwLzgvDLRa4ZK7gKhhm0yQiG8Mo5v3UX-R_DTUiz8dmmLR4EmMrX5-hjBSAe7UBmQfdoI89SQ1gXPCsEVEr5rDS1dWW6sf3lhhcqDbaePT_bj0j12b7e7v57vZ85zG5nmKcgnmNcoOsN6dn_glEWY172po2JUeXPZf-AKKOO7A |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwEB6VrYTggHgTKGAQSFyizcPPA0KU3dWWwqqqKPQW7MRukaqkdFOh_jV-HeO82EUVt15ySCaRNR6Pvy-ZfAPwShSxQ5YRhbnBAzWJC1XkVCh1msdS5Yq7ptpiwecH9OMhO9yA3_2_ML6sss-JTaIuqty_Ix_HCFSk5DIWY9eVRexNZu9Of4a-g5T_0tq302hDZNde_EL6tny7M8G5fp0ks-mXD_Ow6zAQ5kgL6zCVhcF0bYQoPBBHsKRj5mJDnZaRTQqLO4gvBIq0c465QiBt47KIUhWlVjqZ4nOvwabwrGgEm9vTxd7-QPdSZH-tllGK9uNlLPzvOr7h-soO2DQKuAzd_lukubLrzW7DrQ6ukvdtfN2BDVvehZsrIob34NukKQIhuixIpzJ6QqaDiDipHNFkUZWhF8LSeU3m6Lma7CPIJV-RqbdC4Rfkc_O2Eh9JJtanr_twcCXOfACjsirtIyB4h9NM89gIR23KjWYq1ZRhFGlmjQjgTe_CLO-0zH1LjZMMOY33djZ4O4CXg-lpK-BxmdG2n4fBwGtuNyeqs6OsW8IZN9ZwTIjUMkpzRbVvdxmbnAqnYp1EAWz1s5h1iWCZ_Q3bAF4Ml3EJ--8yurTVubfhDFmwVGjzsJ30YSSJQsaLeTYAsRYOa0Ndv1L-OG5kwplosMfj_w_rOVzHdZR92lnsPoEbiQctvsiRb8GoPju3TxFy1eZZF9sEvl_1cvoDbo9BQg |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Design+and+Clinical+Evaluation+of+a+Non-Contact+Heart+Rate+Variability+Measuring+Device&rft.jtitle=Sensors+%28Basel%2C+Switzerland%29&rft.au=Kranjec%2C+Jure&rft.au=Begu%C5%A1%2C+Samo&rft.au=Ger%C5%A1ak%2C+Gregor&rft.au=%C5%A0inkovec%2C+Matja%C5%BE&rft.date=2017-11-16&rft.pub=MDPI&rft.eissn=1424-8220&rft.volume=17&rft.issue=11&rft_id=info:doi/10.3390%2Fs17112637&rft_id=info%3Apmid%2F29144400&rft.externalDocID=PMC5712847 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1424-8220&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1424-8220&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1424-8220&client=summon |