{"id":"https://openalex.org/W3170591474","doi":"https://doi.org/10.1109/ieeeconf51394.2020.9443447","title":"Photoplethysmography-Based Blood Pressure Estimation Using Deep Learning","display_name":"Photoplethysmography-Based Blood Pressure Estimation Using Deep Learning","publication_year":2020,"publication_date":"2020-11-01","ids":{"openalex":"https://openalex.org/W3170591474","doi":"https://doi.org/10.1109/ieeeconf51394.2020.9443447","mag":"3170591474"},"language":"en","primary_location":{"id":"doi:10.1109/ieeeconf51394.2020.9443447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf51394.2020.9443447","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 54th Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5100650913","display_name":"Weinan Wang","orcid":"https://orcid.org/0000-0002-2412-4978"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Weinan Wang","raw_affiliation_strings":["Rutgers University,Department of Electrical and Computer Engineering,Piscataway,NJ,USA","Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Rutgers University,Department of Electrical and Computer Engineering,Piscataway,NJ,USA","institution_ids":["https://openalex.org/I102322142"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100635251","display_name":"Li Zhu","orcid":"https://orcid.org/0000-0003-0767-7471"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Zhu","raw_affiliation_strings":["Rutgers University,Department of Electrical and Computer Engineering,Piscataway,NJ,USA","Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Rutgers University,Department of Electrical and Computer Engineering,Piscataway,NJ,USA","institution_ids":["https://openalex.org/I102322142"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083695378","display_name":"Fatemeh Marefat","orcid":"https://orcid.org/0000-0001-6073-7416"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fatemeh Marefat","raw_affiliation_strings":["Case Western Reserve University,Department of Electrical, Computer, and Systems Engineering,Cleveland,OH,USA","Department of Electrical, Computer, and Systems Engineering, Case Western Reserve University, Cleveland, OH, USA"],"affiliations":[{"raw_affiliation_string":"Case Western Reserve University,Department of Electrical, Computer, and Systems Engineering,Cleveland,OH,USA","institution_ids":["https://openalex.org/I58956616"]},{"raw_affiliation_string":"Department of Electrical, Computer, and Systems Engineering, Case Western Reserve University, Cleveland, OH, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024009232","display_name":"Pedram Mohseni","orcid":"https://orcid.org/0000-0002-2849-4677"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pedram Mohseni","raw_affiliation_strings":["Case Western Reserve University,Department of Electrical, Computer, and Systems Engineering,Cleveland,OH,USA","Department of Electrical, Computer, and Systems Engineering, Case Western Reserve University, Cleveland, OH, USA"],"affiliations":[{"raw_affiliation_string":"Case Western Reserve University,Department of Electrical, Computer, and Systems Engineering,Cleveland,OH,USA","institution_ids":["https://openalex.org/I58956616"]},{"raw_affiliation_string":"Department of Electrical, Computer, and Systems Engineering, Case Western Reserve University, Cleveland, OH, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013873685","display_name":"Kevin L. Kilgore","orcid":"https://orcid.org/0000-0002-2642-9855"},"institutions":[{"id":"https://openalex.org/I4210157264","display_name":"MetroHealth Medical Center","ror":"https://ror.org/05j4p5w63","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1299218025","https://openalex.org/I4210157264"]},{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Kilgore","raw_affiliation_strings":["Case Western Reserve University and MetroHealth System,Departments of Orthopaedics and Physical Medicine & Rehabilitation,Cleveland,OH,USA","Departments of Orthopaedics and Physical Medicine & Rehabilitation, Case Western Reserve University and MetroHealth System, Cleveland, OH, USA"],"affiliations":[{"raw_affiliation_string":"Case Western Reserve University and MetroHealth System,Departments of Orthopaedics and Physical Medicine & Rehabilitation,Cleveland,OH,USA","institution_ids":["https://openalex.org/I4210157264","https://openalex.org/I58956616"]},{"raw_affiliation_string":"Departments of Orthopaedics and Physical Medicine & Rehabilitation, Case Western Reserve University and MetroHealth System, Cleveland, OH, USA","institution_ids":["https://openalex.org/I4210157264","https://openalex.org/I58956616"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029389730","display_name":"Laleh Najafizadeh","orcid":"https://orcid.org/0000-0002-6658-4112"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laleh Najafizadeh","raw_affiliation_strings":["Rutgers University,Department of Electrical and Computer Engineering,Piscataway,NJ,USA","Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Rutgers University,Department of Electrical and Computer Engineering,Piscataway,NJ,USA","institution_ids":["https://openalex.org/I102322142"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100650913"],"corresponding_institution_ids":["https://openalex.org/I102322142"],"apc_list":null,"apc_paid":null,"fwci":0.6867,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.66967866,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"945","last_page":"949"},"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/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/photoplethysmogram","display_name":"Photoplethysmogram","score":0.9707124829292297},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.6838293075561523},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.616167426109314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5777857303619385},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.5577248334884644},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.49167925119400024},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.48709940910339355},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4346131384372711},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.426624596118927},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4214671850204468},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.28054460883140564},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1999211311340332},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11182832717895508},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08695071935653687}],"concepts":[{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.9707124829292297},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.6838293075561523},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.616167426109314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5777857303619385},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.5577248334884644},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.49167925119400024},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.48709940910339355},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4346131384372711},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.426624596118927},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4214671850204468},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.28054460883140564},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1999211311340332},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11182832717895508},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08695071935653687},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","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},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieeeconf51394.2020.9443447","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf51394.2020.9443447","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 54th Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7400000095367432}],"awards":[],"funders":[{"id":"https://openalex.org/F4320308297","display_name":"Craig H. Neilsen Foundation","ror":"https://ror.org/00k0a6x92"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W101424835","https://openalex.org/W1528687555","https://openalex.org/W2016988738","https://openalex.org/W2017271435","https://openalex.org/W2021674224","https://openalex.org/W2041502303","https://openalex.org/W2055538060","https://openalex.org/W2098347923","https://openalex.org/W2108598243","https://openalex.org/W2108993892","https://openalex.org/W2115592638","https://openalex.org/W2160585335","https://openalex.org/W2162800060","https://openalex.org/W2183341477","https://openalex.org/W2331910564","https://openalex.org/W2475064587","https://openalex.org/W2533468819","https://openalex.org/W2538253134","https://openalex.org/W2564752491","https://openalex.org/W2608498389","https://openalex.org/W2755048715","https://openalex.org/W2793520628","https://openalex.org/W2794643129","https://openalex.org/W2806550501","https://openalex.org/W2888894984","https://openalex.org/W2894890204","https://openalex.org/W2950595718","https://openalex.org/W2952383525","https://openalex.org/W2998221251","https://openalex.org/W3016405830","https://openalex.org/W3023675706","https://openalex.org/W3099743694","https://openalex.org/W6772574531"],"related_works":["https://openalex.org/W2905091233","https://openalex.org/W4206357785","https://openalex.org/W4281381188","https://openalex.org/W3192840557","https://openalex.org/W2951211570","https://openalex.org/W4375928479","https://openalex.org/W3167935049","https://openalex.org/W3023427754","https://openalex.org/W3131673289","https://openalex.org/W4393011546"],"abstract_inverted_index":{"Blood":[0],"pressure":[1,30],"(BP)":[2],"measurement":[3,15],"is":[4,64],"an":[5],"important":[6],"measure":[7],"of":[8,38,115],"health":[9],"status,":[10],"yet":[11],"simple":[12],"and":[13,88,96,107],"accurate":[14],"techniques":[16],"have":[17],"remained":[18],"elusive.":[19],"In":[20],"this":[21],"paper,":[22],"we":[23],"present":[24],"a":[25],"novel":[26],"transfer":[27],"learning-based":[28],"blood":[29],"estimation":[31],"algorithm":[32,47,63],"that":[33,82],"requires":[34],"only":[35],"few":[36],"seconds":[37],"the":[39,59,67,70,83,86,92,98,113,116],"photoplethysmography":[40],"(PPG)":[41],"signal":[42],"as":[43],"input.":[44],"The":[45,62],"proposed":[46,117],"utilizes":[48],"visibility":[49],"graph":[50],"to":[51,58],"create":[52],"images":[53],"embedded":[54],"with":[55],"features":[56],"related":[57],"waveform":[60],"morphology.":[61],"evaluated":[65],"using":[66],"data":[68],"from":[69],"Multi-parameter":[71],"Intelligent":[72],"Monitoring":[73],"in":[74],"Intensive":[75],"Care":[76],"(MIMIC)":[77],"II":[78],"database.":[79],"Results":[80],"show":[81],"difference":[84],"between":[85],"estimated":[87],"reference":[89],"BP":[90,94,100],"for":[91,97,119],"systolic":[93],"(SBP)":[95],"diastolic":[99],"(DBP)":[101],"are":[102],"-0.080":[103],"\u00b1":[104],"10.097":[105],"mmHg":[106],"0.057":[108],"\u00b14.814":[109],"mmHg,":[110],"respectively,":[111],"demonstrating":[112],"effectiveness":[114],"approach":[118],"estimating":[120],"BP.":[121]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
