{"id":"https://openalex.org/W4405488712","doi":"https://doi.org/10.1109/embc53108.2024.10782510","title":"Pulse Wave Velocity Estimation Using Photoplethysmogram-Based Limited Penetrable Weighted Visibility Graph Features","display_name":"Pulse Wave Velocity Estimation Using Photoplethysmogram-Based Limited Penetrable Weighted Visibility Graph Features","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4405488712","doi":"https://doi.org/10.1109/embc53108.2024.10782510","pmid":"https://pubmed.ncbi.nlm.nih.gov/40039799"},"language":"en","primary_location":{"id":"doi:10.1109/embc53108.2024.10782510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","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/A5108117459","display_name":"Juan M. Vargas","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Juan M. Vargas","raw_affiliation_strings":["National Institute for Research in Digital Science and Technology,Paris-Saclay,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute for Research in Digital Science and Technology,Paris-Saclay,France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114711898","display_name":"Mohamed M. Boularas","orcid":null},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamed M. Boularas","raw_affiliation_strings":["National Institute for Research in Digital Science and Technology Sorbonne Universit&#x00E9;,Paris-Saclay,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute for Research in Digital Science and Technology Sorbonne Universit&#x00E9;,Paris-Saclay,France","institution_ids":["https://openalex.org/I39804081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033446090","display_name":"Mohamed A. Bahloul","orcid":"https://orcid.org/0000-0002-4510-8029"},"institutions":[{"id":"https://openalex.org/I134359838","display_name":"Alfaisal University","ror":"https://ror.org/00cdrtq48","country_code":"SA","type":"education","lineage":["https://openalex.org/I134359838"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohamed A. Bahloul","raw_affiliation_strings":["Alfaisal University,Electrical Engineering Department,Riyadh,Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alfaisal University,Electrical Engineering Department,Riyadh,Saudi Arabia","institution_ids":["https://openalex.org/I134359838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115513305","display_name":"Slah Aridhi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Slah Aridhi","raw_affiliation_strings":["Sensoria Analytics,Nice,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sensoria Analytics,Nice,France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075679869","display_name":"Taous\u2010Meriem Laleg\u2010Kirati","orcid":"https://orcid.org/0000-0001-5944-0121"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Meriem Laleg-Kirati","raw_affiliation_strings":["National Institute for Research in Digital Science and Technology,Paris-Saclay,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute for Research in Digital Science and Technology,Paris-Saclay,France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5108117459"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3281,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56499468,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"2024","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9998000264167786,"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":0.9998000264167786,"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/T10924","display_name":"Cardiovascular Health and Disease Prevention","score":0.986299991607666,"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/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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":0.909639835357666},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.6587462425231934},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46207788586616516},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4612495005130768},{"id":"https://openalex.org/keywords/visibility-graph","display_name":"Visibility graph","score":0.43197283148765564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42372068762779236},{"id":"https://openalex.org/keywords/pulse","display_name":"Pulse (music)","score":0.4230087399482727},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.38433384895324707},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.3579290807247162},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3485555052757263},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34336841106414795},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.250459760427475},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17347148060798645},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.07744044065475464},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.071409672498703}],"concepts":[{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.909639835357666},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.6587462425231934},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46207788586616516},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4612495005130768},{"id":"https://openalex.org/C173362246","wikidata":"https://www.wikidata.org/wiki/Q8216024","display_name":"Visibility graph","level":3,"score":0.43197283148765564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42372068762779236},{"id":"https://openalex.org/C2780167933","wikidata":"https://www.wikidata.org/wiki/Q1550652","display_name":"Pulse (music)","level":3,"score":0.4230087399482727},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.38433384895324707},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.3579290807247162},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3485555052757263},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34336841106414795},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.250459760427475},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17347148060798645},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.07744044065475464},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.071409672498703},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","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":"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":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","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":false},{"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":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D063177","descriptor_name":"Pulse Wave Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D063177","descriptor_name":"Pulse Wave Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc53108.2024.10782510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:40039799","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40039799","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2103901176","https://openalex.org/W2190147660","https://openalex.org/W2521472744","https://openalex.org/W2593547679","https://openalex.org/W2950595718","https://openalex.org/W3020693331","https://openalex.org/W3035632780","https://openalex.org/W3038794090","https://openalex.org/W3136885910","https://openalex.org/W3183155957","https://openalex.org/W3191493115","https://openalex.org/W4214540058","https://openalex.org/W4250394585","https://openalex.org/W4294975157","https://openalex.org/W4320709278","https://openalex.org/W4323044755","https://openalex.org/W4389722422","https://openalex.org/W4390545879","https://openalex.org/W4390993469","https://openalex.org/W4391306672","https://openalex.org/W4392653125","https://openalex.org/W4393305528","https://openalex.org/W6664560198","https://openalex.org/W6750711148","https://openalex.org/W6927093120"],"related_works":["https://openalex.org/W2384584038","https://openalex.org/W2743652671","https://openalex.org/W3188793535","https://openalex.org/W2043326433","https://openalex.org/W2032709970","https://openalex.org/W2066813664","https://openalex.org/W2094166299","https://openalex.org/W2519024191","https://openalex.org/W2963183586","https://openalex.org/W2159176266"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,9],"data-driven":[6],"model":[7],"lever-aging":[8],"Limited":[10],"Penetrable":[11],"Weighted":[12],"Visibility":[13],"Graph":[14],"(LPWVG)":[15],"derived":[16],"from":[17,45],"the":[18,92,97],"photoplethysmogram":[19],"(PPG)":[20],"waveform":[21],"for":[22,100],"Pulse":[23],"Wave":[24],"Velocity":[25],"(PWV)":[26],"estimation.":[27],"Four":[28],"distinct":[29],"LPWVGs":[30],"were":[31,62],"constructed":[32],"employing":[33],"diverse":[34],"weighted":[35],"methods.":[36],"Subsequently,":[37],"various":[38],"features":[39,61],"have":[40],"been":[41],"computed":[42],"and":[43,57,79,94],"extracted":[44],"PPG":[46,81],"images,":[47],"including":[48],"two-dimensional":[49],"Semi-classical":[50],"Signal":[51],"Analysis":[52],"(SCSA)-based":[53],"features,":[54,56],"frequency-based":[55],"shape-based":[58],"features.":[59],"These":[60],"then":[63],"input":[64],"into":[65],"different":[66],"machine-learning":[67],"models.":[68],"The":[69,85],"proposed":[70,98],"approach's":[71],"performance":[72],"was":[73],"rigorously":[74],"evaluated":[75],"using":[76],"both":[77],"in-silico":[78],"real":[80],"pulse":[82],"wave":[83],"data.":[84],"obtained":[86],"results":[87],"provide":[88],"compelling":[89],"evidence":[90],"supporting":[91],"feasibility":[93],"effectiveness":[95],"of":[96],"method":[99],"accurate":[101],"PWV":[102],"estimation":[103],"in":[104],"biomedical":[105],"applications.":[106]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}
