{"id":"https://openalex.org/W4411342513","doi":"https://doi.org/10.1007/s10586-025-05185-4","title":"Temporal attention to estimate continuous blood pressure using photoplethysmography signals","display_name":"Temporal attention to estimate continuous blood pressure using photoplethysmography signals","publication_year":2025,"publication_date":"2025-06-16","ids":{"openalex":"https://openalex.org/W4411342513","doi":"https://doi.org/10.1007/s10586-025-05185-4"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-025-05185-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10586-025-05185-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10586-025-05185-4.pdf","source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10586-025-05185-4.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061898824","display_name":"Sumbal Maqsood","orcid":"https://orcid.org/0000-0001-8653-422X"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Sumbal Maqsood","raw_affiliation_strings":["School of Information and Communications Technology, University of Tasmania, Tasmania, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communications Technology, University of Tasmania, Tasmania, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033137793","display_name":"Shuxiang Xu","orcid":"https://orcid.org/0000-0003-0597-7040"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shuxiang Xu","raw_affiliation_strings":["School of Information and Communications Technology, University of Tasmania, Tasmania, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communications Technology, University of Tasmania, Tasmania, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028642809","display_name":"Matthew Springer","orcid":"https://orcid.org/0000-0003-3017-2893"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Matthew Springer","raw_affiliation_strings":["School of Information and Communications Technology, University of Tasmania, Tasmania, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communications Technology, University of Tasmania, Tasmania, Australia","institution_ids":["https://openalex.org/I129801699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072238346","display_name":"Rami Mohawesh","orcid":"https://orcid.org/0000-0002-9332-3487"},"institutions":[{"id":"https://openalex.org/I85507684","display_name":"Yarmouk University","ror":"https://ror.org/004mbaj56","country_code":"JO","type":"education","lineage":["https://openalex.org/I85507684"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Rami Mohawesh","raw_affiliation_strings":["College of Information Technology, Yarmouk University, Irbid, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Technology, Yarmouk University, Irbid, Jordan","institution_ids":["https://openalex.org/I85507684"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061679058","display_name":"Haythem Bany Salameh","orcid":"https://orcid.org/0000-0003-3429-7212"},"institutions":[{"id":"https://openalex.org/I161913731","display_name":"Al Ain University","ror":"https://ror.org/023abrt21","country_code":"AE","type":"education","lineage":["https://openalex.org/I161913731"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Haythem Bany Salameh","raw_affiliation_strings":["College of Engineering, Al Ain University, Al Ain, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Al Ain University, Al Ain, United Arab Emirates","institution_ids":["https://openalex.org/I161913731"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018065893","display_name":"Shivangi Gheewala","orcid":"https://orcid.org/0000-0001-5394-2729"},"institutions":[{"id":"https://openalex.org/I129801699","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72","country_code":"AU","type":"education","lineage":["https://openalex.org/I129801699"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shivangi Gheewala","raw_affiliation_strings":["School of Information and Communications Technology, University of Tasmania, Tasmania, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communications Technology, University of Tasmania, Tasmania, Australia","institution_ids":["https://openalex.org/I129801699"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061898824"],"corresponding_institution_ids":["https://openalex.org/I129801699"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":{"value":2190,"currency":"EUR","value_usd":2790},"fwci":1.0515,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73933863,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"28","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":1.0,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":1.0,"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"}},{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/photoplethysmogram","display_name":"Photoplethysmogram","score":0.9501286745071411},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8530824184417725},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3646485209465027},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.36463814973831177},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.32820767164230347},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.21366947889328003},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.07241997122764587}],"concepts":[{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.9501286745071411},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8530824184417725},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3646485209465027},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36463814973831177},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32820767164230347},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.21366947889328003},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.07241997122764587}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-025-05185-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10586-025-05185-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10586-025-05185-4.pdf","source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10586-025-05185-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10586-025-05185-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10586-025-05185-4.pdf","source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320609","display_name":"University of Tasmania","ror":"https://ror.org/01nfmeh72"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411342513.pdf","grobid_xml":"https://content.openalex.org/works/W4411342513.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W1528687555","https://openalex.org/W1594461330","https://openalex.org/W1965472266","https://openalex.org/W1967429206","https://openalex.org/W1971877713","https://openalex.org/W1981918735","https://openalex.org/W1985034572","https://openalex.org/W2006359998","https://openalex.org/W2016300113","https://openalex.org/W2030709584","https://openalex.org/W2034630476","https://openalex.org/W2040077535","https://openalex.org/W2046788142","https://openalex.org/W2064675550","https://openalex.org/W2069657713","https://openalex.org/W2072411085","https://openalex.org/W2079735306","https://openalex.org/W2083872334","https://openalex.org/W2088204643","https://openalex.org/W2108213815","https://openalex.org/W2124909584","https://openalex.org/W2131774270","https://openalex.org/W2164634968","https://openalex.org/W2166451543","https://openalex.org/W2167208435","https://openalex.org/W2169163271","https://openalex.org/W2294418644","https://openalex.org/W2475064587","https://openalex.org/W2495671496","https://openalex.org/W2604319603","https://openalex.org/W2613121856","https://openalex.org/W2780316996","https://openalex.org/W2784502443","https://openalex.org/W2793520628","https://openalex.org/W2794106486","https://openalex.org/W2801361534","https://openalex.org/W2885195348","https://openalex.org/W2909036020","https://openalex.org/W2921364842","https://openalex.org/W2944851425","https://openalex.org/W2952649530","https://openalex.org/W2964199361","https://openalex.org/W2973060254","https://openalex.org/W2998467809","https://openalex.org/W3023572103","https://openalex.org/W3029392878","https://openalex.org/W3045718109","https://openalex.org/W3081617066","https://openalex.org/W3090602117","https://openalex.org/W3109625451","https://openalex.org/W3139885963","https://openalex.org/W3159598895","https://openalex.org/W3170604628","https://openalex.org/W3188836817","https://openalex.org/W3203668181","https://openalex.org/W4296118977","https://openalex.org/W4307050124","https://openalex.org/W4382008945","https://openalex.org/W4392697867"],"related_works":["https://openalex.org/W2732360296","https://openalex.org/W1994871954","https://openalex.org/W4297152434","https://openalex.org/W2072858761","https://openalex.org/W1540261775","https://openalex.org/W4239033438","https://openalex.org/W1968279762","https://openalex.org/W2912373861","https://openalex.org/W2891077237","https://openalex.org/W4391248757"],"abstract_inverted_index":{"Abstract":[0],"Continuous":[1],"blood":[2,54,151],"pressure":[3,55,152],"(BP)":[4],"monitoring":[5],"plays":[6],"a":[7,32,48],"crucial":[8],"role":[9],"in":[10,42],"preventative":[11],"health":[12,250],"care":[13],"because":[14],"it":[15],"provides":[16],"invaluable":[17],"assessment":[18],"of":[19,81,133,145,226],"an":[20,82],"individual\u2019s":[21],"cardiovascular":[22,249],"health.":[23],"However,":[24],"achieving":[25],"accurate":[26],"and":[27,92,101,119,129,159,178,187,192,202,220,239],"non-invasive":[28],"BP":[29,43,237],"estimation":[30,73,238],"remains":[31],"significant":[33],"challenge.":[34],"Motivated":[35],"by":[36,66,214,244],"the":[37,62,72,89,94,139,143,168,210,215,224],"need":[38],"for":[39,150,163,197,200,223],"improved":[40],"accuracy":[41],"estimation,":[44],"this":[45],"research":[46],"proposes":[47],"novel":[49],"deep-learning":[50],"technique":[51,149],"to":[52,70,87],"estimate":[53],"from":[56,107],"photoplethysmography":[57],"(PPG)":[58],"signals":[59],"based":[60],"on":[61],"temporal":[63,84,90,169],"attention":[64,85,170],"mechanism":[65,171],"selecting":[67],"optimal":[68,95,146,164],"features":[69,97,104,121],"improve":[71],"accuracy.":[74],"The":[75,131,154,205,231],"proposed":[76,134,206,232],"deep":[77],"learning":[78],"model":[79,135,172,207],"consists":[80],"embedded":[83],"employed":[86],"learn":[88],"sequence":[91],"selects":[93],"competitive":[96],"using":[98,122],"bidirectional":[99],"encoder":[100],"decoder.":[102],"PPG":[103],"are":[105,173],"extracted":[106],"traditional":[108],"feature":[109,147,165],"extraction":[110,166],"techniques":[111],"such":[112],"as":[113],"statistical,":[114],"frequency,":[115],"time":[116],"domain-based":[117],"analysis":[118],"chaotic":[120],"two":[123],"publicly":[124],"available":[125],"datasets":[126],"MIMIC":[127,184],"II":[128,185],"PPG-BP.":[130],"comparison":[132],"experimental":[136],"results":[137,208],"with":[138,167],"state-of-the-art":[140],"models":[141],"demonstrates":[142],"advancement":[144],"selection":[148],"measurement.":[153],"mean":[155],"absolute":[156],"error":[157],"(MAE)":[158],"standard":[160,211],"deviation":[161],"SD":[162],"2.31":[174],"\u00b1":[175,180,189,194],"3.16":[176],"mmHg":[177,182,191,196],"1.13":[179],"2.32":[181],"utilising":[183],"data":[186],"3.43":[188],"3.08":[190],"3.29":[193],"2.19":[195],"PPG-BP":[198],"dataset":[199],"SBP":[201],"DBP":[203],"respectively.":[204],"satisfied":[209],"requirements":[212],"published":[213],"British":[216],"Hypertension":[217],"Society":[218],"(BHS)":[219],"US":[221],"Association":[222],"Advancement":[225],"Medical":[227],"Instrumentation":[228],"(AAMI)":[229],"standards.":[230],"solution":[233],"can":[234,240],"offer":[235],"continuous":[236],"significantly":[241],"enhance":[242],"healthcare":[243],"helping":[245],"individuals":[246],"manage":[247],"their":[248],"more":[251],"effectively.":[252]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}