{"id":"https://openalex.org/W4404411281","doi":"https://doi.org/10.1109/jbhi.2024.3499834","title":"Wearable PPG Based BP Estimation Methods: A Systematic Review and Meta-Analysis","display_name":"Wearable PPG Based BP Estimation Methods: A Systematic Review and Meta-Analysis","publication_year":2024,"publication_date":"2024-11-15","ids":{"openalex":"https://openalex.org/W4404411281","doi":"https://doi.org/10.1109/jbhi.2024.3499834","pmid":"https://pubmed.ncbi.nlm.nih.gov/40030275"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3499834","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3499834","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099013609","display_name":"Ziya Sastimoglu","orcid":null},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ziya Sastimoglu","raw_affiliation_strings":["Department of Electrical Computer Engineering, McMaster University, Hamilton, ON, Canada"],"raw_orcid":"https://orcid.org/0009-0002-3785-0562","affiliations":[{"raw_affiliation_string":"Department of Electrical Computer Engineering, McMaster University, Hamilton, ON, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018579244","display_name":"Sophini Subramaniam","orcid":"https://orcid.org/0000-0001-7872-607X"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sophini Subramaniam","raw_affiliation_strings":["School of Biomedical Engineering, McMaster University, Hamilton, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0001-7872-607X","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, McMaster University, Hamilton, ON, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066561635","display_name":"Abu Ilius Faisal","orcid":"https://orcid.org/0000-0002-5971-306X"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abu Ilius Faisal","raw_affiliation_strings":["Department of Electrical Computer Engineering, McMaster University, Hamilton, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5971-306X","affiliations":[{"raw_affiliation_string":"Department of Electrical Computer Engineering, McMaster University, Hamilton, ON, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100786436","display_name":"Wei Jiang","orcid":"https://orcid.org/0000-0002-3949-3581"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Wei Jiang","raw_affiliation_strings":["Department of Electrical Computer Engineering, McMaster University, Hamilton, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-3949-3581","affiliations":[{"raw_affiliation_string":"Department of Electrical Computer Engineering, McMaster University, Hamilton, ON, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038232477","display_name":"Andrew Ye","orcid":null},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Andrew Ye","raw_affiliation_strings":["Department of Electrical Computer Engineering, McMaster University, Hamilton, ON, Canada"],"raw_orcid":"https://orcid.org/0009-0000-0900-5738","affiliations":[{"raw_affiliation_string":"Department of Electrical Computer Engineering, McMaster University, Hamilton, ON, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060713232","display_name":"M. Jamal Deen","orcid":"https://orcid.org/0000-0002-6390-0933"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"M. Jamal Deen","raw_affiliation_strings":["School of Biomedical Engineering and Department of Electrical Computer Engineering, McMaster University, Hamilton, ON, Canada"],"raw_orcid":"https://orcid.org/0000-0002-6390-0933","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering and Department of Electrical Computer Engineering, McMaster University, Hamilton, ON, Canada","institution_ids":["https://openalex.org/I98251732"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98251732"],"apc_list":null,"apc_paid":null,"fwci":4.2561,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.95198694,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"29","issue":"4","first_page":"2439","last_page":"2452"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.8360999822616577,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.8360999822616577,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6654167175292969},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6615324020385742},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5482660531997681},{"id":"https://openalex.org/keywords/meta-analysis","display_name":"Meta-analysis","score":0.5257609486579895},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.4424092173576355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4110834002494812},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27308911085128784},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1375761330127716},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10716980695724487},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.09647440910339355}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6654167175292969},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6615324020385742},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5482660531997681},{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.5257609486579895},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.4424092173576355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4110834002494812},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27308911085128784},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1375761330127716},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10716980695724487},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.09647440910339355},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D001795","descriptor_name":"Blood Pressure Determination","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D001795","descriptor_name":"Blood Pressure Determination","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D001795","descriptor_name":"Blood Pressure Determination","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D001795","descriptor_name":"Blood Pressure Determination","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D001795","descriptor_name":"Blood Pressure Determination","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D001795","descriptor_name":"Blood Pressure Determination","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D001795","descriptor_name":"Blood Pressure Determination","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D001795","descriptor_name":"Blood Pressure Determination","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D001795","descriptor_name":"Blood Pressure Determination","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D001795","descriptor_name":"Blood Pressure Determination","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D001795","descriptor_name":"Blood Pressure Determination","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D001795","descriptor_name":"Blood Pressure Determination","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":true},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D063177","descriptor_name":"Pulse Wave Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063177","descriptor_name":"Pulse Wave Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063177","descriptor_name":"Pulse Wave Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063177","descriptor_name":"Pulse Wave Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063177","descriptor_name":"Pulse Wave Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D063177","descriptor_name":"Pulse Wave Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2024.3499834","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3499834","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:40030275","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40030275","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":83,"referenced_works":["https://openalex.org/W641216951","https://openalex.org/W1594461330","https://openalex.org/W2007988152","https://openalex.org/W2017271435","https://openalex.org/W2036756589","https://openalex.org/W2064954050","https://openalex.org/W2096200507","https://openalex.org/W2147493587","https://openalex.org/W2154449833","https://openalex.org/W2163704183","https://openalex.org/W2166451543","https://openalex.org/W2168062298","https://openalex.org/W2324795303","https://openalex.org/W2538703333","https://openalex.org/W2550720962","https://openalex.org/W2573003069","https://openalex.org/W2586108858","https://openalex.org/W2613121856","https://openalex.org/W2735368663","https://openalex.org/W2754819597","https://openalex.org/W2767648029","https://openalex.org/W2793520628","https://openalex.org/W2794941189","https://openalex.org/W2799803061","https://openalex.org/W2899602604","https://openalex.org/W2910566530","https://openalex.org/W2922486995","https://openalex.org/W2948321969","https://openalex.org/W2962684483","https://openalex.org/W2963712527","https://openalex.org/W2974557356","https://openalex.org/W2976990928","https://openalex.org/W2980005252","https://openalex.org/W2990955751","https://openalex.org/W2999785484","https://openalex.org/W3005303510","https://openalex.org/W3006649679","https://openalex.org/W3028915854","https://openalex.org/W3036424169","https://openalex.org/W3046667882","https://openalex.org/W3048519408","https://openalex.org/W3083295672","https://openalex.org/W3090240709","https://openalex.org/W3094180995","https://openalex.org/W3106956917","https://openalex.org/W3112077347","https://openalex.org/W3136216107","https://openalex.org/W3141346607","https://openalex.org/W3150642647","https://openalex.org/W3155192810","https://openalex.org/W3163066678","https://openalex.org/W3164139332","https://openalex.org/W3168702658","https://openalex.org/W3189832560","https://openalex.org/W3196722428","https://openalex.org/W4200481241","https://openalex.org/W4220805399","https://openalex.org/W4226079719","https://openalex.org/W4229018581","https://openalex.org/W4282002715","https://openalex.org/W4291019789","https://openalex.org/W4291653576","https://openalex.org/W4294691126","https://openalex.org/W4309030604","https://openalex.org/W4312222425","https://openalex.org/W4312660300","https://openalex.org/W4322503474","https://openalex.org/W4323364959","https://openalex.org/W4360855216","https://openalex.org/W4362588841","https://openalex.org/W4365150980","https://openalex.org/W4367675381","https://openalex.org/W4379662203","https://openalex.org/W4382568031","https://openalex.org/W4386933385","https://openalex.org/W4387002822","https://openalex.org/W4389247625","https://openalex.org/W4389795500","https://openalex.org/W4390077856","https://openalex.org/W6658288349","https://openalex.org/W6744507910","https://openalex.org/W6860968219","https://openalex.org/W7073963568"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459","https://openalex.org/W2528680939"],"abstract_inverted_index":{"This":[0,26],"meta-analysis":[1],"and":[2,39,59,66,82,99,141,166,200],"systematic":[3],"review,":[4],"conducted":[5],"in":[6,159,169,216,224],"accordance":[7],"with":[8,44,111,226],"PRISMA":[9],"guidelines,":[10],"explores":[11],"the":[12,57,183,186,197,212],"efficacy":[13],"of":[14,49,61,202,214],"cuff-less":[15],"blood":[16,96,104],"pressure":[17,97,105],"(BP)":[18],"monitoring":[19,162,229],"methods,":[20],"particularly":[21,191],"focusing":[22],"on":[23],"photoplethysmogram-based":[24],"technologies.":[25,230],"comprehensive":[27],"analysis":[28,117],"carefully":[29],"searched":[30],"prominent":[31],"databases":[32],"such":[33],"as":[34,77,79,176],"MEDLINE,":[35],"PubMed,":[36],"AMED,":[37],"Embase,":[38],"IEEE-Xplore,":[40],"encompassing":[41],"25":[42],"studies":[43],"a":[45,85,108,128,153],"collective":[46],"participant":[47],"pool":[48],"21":[50],"142":[51],"individuals.":[52],"The":[53,88,150],"study":[54,184],"primarily":[55],"investigates":[56],"accuracy":[58],"practicality":[60],"continuous":[62],"BP":[63,161,180,219],"estimation":[64],"devices":[65,158],"algorithms,":[67],"aiming":[68],"to":[69,133,195],"assess":[70],"their":[71,80],"suitability":[72],"for":[73,94,102,138,156,179,188,210],"daily":[74],"or":[75],"long-term,":[76],"well":[78],"applicability":[81],"usability":[83],"across":[84],"broad":[86],"population.":[87],"mean":[89],"disparities":[90],"were":[91],"4.14":[92],"mmHg":[93,101],"systolic":[95],"(SBP)":[98],"2.79":[100],"diastolic":[103],"(DBP),":[106],"highlighting":[107],"close":[109],"congruence":[110],"established":[112],"measurement":[113],"techniques.":[114],"An":[115],"in-depth":[116],"into":[118],"specific":[119],"methodologies":[120],"reveals":[121],"that":[122],"Pulse":[123,134],"Waveform":[124],"Analysis":[125],"(PWA)":[126],"demonstrates":[127],"more":[129],"favorable":[130],"performance":[131],"compared":[132],"Wave":[135],"Velocity":[136],"(PWV)":[137],"both":[139],"SBP":[140],"DBP,":[142],"although":[143],"these":[144,203],"differences":[145],"are":[146],"not":[147],"statistically":[148],"significant.":[149],"findings":[151],"indicate":[152],"promising":[154],"future":[155],"wearable":[157,170],"short-term":[160],"scenarios.":[163],"Both":[164],"PWA":[165],"PWV":[167],"methods":[168],"formats":[171],"have":[172],"shown":[173],"considerable":[174],"potential":[175],"effective":[177],"tools":[178],"assessment.":[181],"However,":[182],"underscores":[185],"need":[187],"further":[189],"research,":[190],"targeting":[192],"hypertensive":[193],"populations,":[194],"validate":[196],"long-term":[198],"effectiveness":[199],"reliability":[201],"wearables.":[204],"Finally,":[205],"this":[206],"investigation":[207],"is":[208],"crucial":[209],"establishing":[211],"role":[213],"wearables":[215],"ongoing,":[217],"reliable":[218],"monitoring,":[220],"especially":[221],"when":[222],"considered":[223],"conjunction":[225],"other":[227],"health":[228]},"counts_by_year":[{"year":2026,"cited_by_count":14},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-30T13:55:48.251075","created_date":"2025-10-10T00:00:00"}
