{"id":"https://openalex.org/W4392904732","doi":"https://doi.org/10.1109/icassp48485.2024.10445970","title":"End-To-End Personalized Cuff-Less Blood Pressure Monitoring Using ECG and PPG Signals","display_name":"End-To-End Personalized Cuff-Less Blood Pressure Monitoring Using ECG and PPG Signals","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392904732","doi":"https://doi.org/10.1109/icassp48485.2024.10445970"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10445970","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10445970","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5094179009","display_name":"Suhas BN","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]},{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Suhas BN","raw_affiliation_strings":["Samsung Research America,Mountain View,USA","Samsung Research America, Mountain View, USA","Pennsylvania State University, USA"],"affiliations":[{"raw_affiliation_string":"Samsung Research America,Mountain View,USA","institution_ids":["https://openalex.org/I4210101778"]},{"raw_affiliation_string":"Samsung Research America, Mountain View, USA","institution_ids":["https://openalex.org/I4210101778"]},{"raw_affiliation_string":"Pennsylvania State University, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039893379","display_name":"Rakshith Sharma Srinivasa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rakshith Sharma Srinivasa","raw_affiliation_strings":["Samsung Research America,Mountain View,USA","Samsung Research America, Mountain View, USA"],"affiliations":[{"raw_affiliation_string":"Samsung Research America,Mountain View,USA","institution_ids":["https://openalex.org/I4210101778"]},{"raw_affiliation_string":"Samsung Research America, Mountain View, USA","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040083798","display_name":"Yashas Malur Saidutta","orcid":"https://orcid.org/0000-0002-8487-0219"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yashas Malur Saidutta","raw_affiliation_strings":["Samsung Research America,Mountain View,USA","Samsung Research America, Mountain View, USA"],"affiliations":[{"raw_affiliation_string":"Samsung Research America,Mountain View,USA","institution_ids":["https://openalex.org/I4210101778"]},{"raw_affiliation_string":"Samsung Research America, Mountain View, USA","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059500729","display_name":"Jaejin Cho","orcid":"https://orcid.org/0000-0001-5672-6765"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaejin Cho","raw_affiliation_strings":["Samsung Research America,Mountain View,USA","Samsung Research America, Mountain View, USA"],"affiliations":[{"raw_affiliation_string":"Samsung Research America,Mountain View,USA","institution_ids":["https://openalex.org/I4210101778"]},{"raw_affiliation_string":"Samsung Research America, Mountain View, USA","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028862537","display_name":"Ching-Hua Lee","orcid":"https://orcid.org/0000-0001-6116-3653"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ching-Hua Lee","raw_affiliation_strings":["Samsung Research America,Mountain View,USA","Samsung Research America, Mountain View, USA"],"affiliations":[{"raw_affiliation_string":"Samsung Research America,Mountain View,USA","institution_ids":["https://openalex.org/I4210101778"]},{"raw_affiliation_string":"Samsung Research America, Mountain View, USA","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071383028","display_name":"Chouchang Yang","orcid":"https://orcid.org/0009-0007-3506-6121"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chouchang Yang","raw_affiliation_strings":["Samsung Research America,Mountain View,USA","Samsung Research America, Mountain View, USA"],"affiliations":[{"raw_affiliation_string":"Samsung Research America,Mountain View,USA","institution_ids":["https://openalex.org/I4210101778"]},{"raw_affiliation_string":"Samsung Research America, Mountain View, USA","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058974318","display_name":"Yilin Shen","orcid":"https://orcid.org/0000-0002-1955-1529"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yilin Shen","raw_affiliation_strings":["Samsung Research America,Mountain View,USA","Samsung Research America, Mountain View, USA"],"affiliations":[{"raw_affiliation_string":"Samsung Research America,Mountain View,USA","institution_ids":["https://openalex.org/I4210101778"]},{"raw_affiliation_string":"Samsung Research America, Mountain View, USA","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044205212","display_name":"Hongxia Jin","orcid":"https://orcid.org/0009-0000-0222-4217"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongxia Jin","raw_affiliation_strings":["Samsung Research America,Mountain View,USA","Samsung Research America, Mountain View, USA"],"affiliations":[{"raw_affiliation_string":"Samsung Research America,Mountain View,USA","institution_ids":["https://openalex.org/I4210101778"]},{"raw_affiliation_string":"Samsung Research America, Mountain View, USA","institution_ids":["https://openalex.org/I4210101778"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5094179009"],"corresponding_institution_ids":["https://openalex.org/I130769515","https://openalex.org/I4210101778"],"apc_list":null,"apc_paid":null,"fwci":1.7704,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.83235184,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2101","last_page":"2105"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9997000098228455,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9969000220298767,"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/leverage","display_name":"Leverage (statistics)","score":0.7706247568130493},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6826416850090027},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5541644096374512},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5505861043930054},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4544735848903656},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.42346665263175964},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.41456320881843567},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4027462601661682},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37027186155319214},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3608105480670929},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3543122112751007},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1691758632659912},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.11309254169464111}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7706247568130493},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6826416850090027},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5541644096374512},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5505861043930054},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4544735848903656},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.42346665263175964},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.41456320881843567},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4027462601661682},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37027186155319214},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3608105480670929},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3543122112751007},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1691758632659912},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.11309254169464111},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp48485.2024.10445970","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10445970","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2160801689","https://openalex.org/W2395579298","https://openalex.org/W2396881363","https://openalex.org/W2784502443","https://openalex.org/W2794941189","https://openalex.org/W2965846681","https://openalex.org/W2994652673","https://openalex.org/W3003818570","https://openalex.org/W3016504312","https://openalex.org/W3084298946","https://openalex.org/W3164139332","https://openalex.org/W3213534619","https://openalex.org/W4229058141","https://openalex.org/W4281878921","https://openalex.org/W4282965153","https://openalex.org/W4285216091","https://openalex.org/W4287812705","https://openalex.org/W4294218568","https://openalex.org/W4294975206","https://openalex.org/W4317892938","https://openalex.org/W4319602646","https://openalex.org/W4321367639","https://openalex.org/W4377286955","https://openalex.org/W4380480555","https://openalex.org/W4387114216","https://openalex.org/W6776700526","https://openalex.org/W6846825190","https://openalex.org/W6849018054"],"related_works":["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","https://openalex.org/W3198847674"],"abstract_inverted_index":{"Cuffless":[0],"blood":[1],"pressure":[2],"(BP)":[3],"monitoring":[4],"offers":[5],"the":[6,69,117],"potential":[7],"for":[8,64,73,97],"continuous,":[9],"non-invasive":[10],"healthcare":[11],"but":[12],"has":[13],"been":[14],"limited":[15],"in":[16,42,116],"adoption":[17],"by":[18],"existing":[19],"models":[20,81],"relying":[21],"on":[22,52,83],"handcrafted":[23],"features":[24],"from":[25],"ECG":[26],"and":[27,87,100,131],"PPG":[28],"signals.":[29],"To":[30,67],"overcome":[31],"this,":[32],"researchers":[33],"have":[34],"looked":[35],"to":[36],"deep":[37],"learning.":[38],"Along":[39],"these":[40],"lines,":[41],"this":[43],"paper,":[44],"we":[45,55,77,124],"introduce":[46,57],"a":[47,58,109],"novel":[48,59],"end-to-end":[49],"model":[50,135],"based":[51],"transformers.":[53],"Further,":[54,115],"also":[56],"contrastive":[60],"loss-based":[61],"loss":[62],"function":[63],"robust":[65],"training.":[66],"study":[68,79],"limits":[70],"of":[71,94,112,143],"performance":[72],"our":[74,134],"proposed":[75],"ideas,":[76],"first":[78],"personalized":[80],"trained":[82],"large":[84],"subject-specific":[85,120,144],"datasets,":[86],"achieve":[88],"an":[89],"average":[90],"mean":[91],"absolute":[92],"error":[93],"1.08/0.68":[95],"mmHg":[96],"systolic":[98],"(SBP)":[99],"diastolic":[101],"BP":[102],"(DBP)":[103],"across":[104,140],"all":[105],"subjects":[106],"while":[107],"achieving":[108],"best":[110],"case":[111,118],"0.29/0.19":[113],"mmHg.":[114],"where":[119],"data":[121],"is":[122],"scarce,":[123],"leverage":[125],"transfer":[126],"learning":[127],"using":[128],"multi-subject":[129],"data,":[130],"show":[132],"that":[133],"outperforms":[136],"State-of-the-Art":[137],"(SOTA)":[138],"methods":[139],"varying":[141],"amounts":[142],"data.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}
