{"id":"https://openalex.org/W4405427257","doi":"https://doi.org/10.1145/3698587.3701447","title":"Large Language Models for Cuffless Blood Pressure Measurement From Wearable Biosignals","display_name":"Large Language Models for Cuffless Blood Pressure Measurement From Wearable Biosignals","publication_year":2024,"publication_date":"2024-11-22","ids":{"openalex":"https://openalex.org/W4405427257","doi":"https://doi.org/10.1145/3698587.3701447"},"language":"en","primary_location":{"id":"doi:10.1145/3698587.3701447","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3698587.3701447","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3698587.3701447","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089751883","display_name":"Zeng-Ding Liu","orcid":"https://orcid.org/0000-0003-2878-5367"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zengding Liu","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2878-5367","affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110752942","display_name":"Chen Chen","orcid":"https://orcid.org/0009-0007-6003-0948"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chen Chen","raw_affiliation_strings":["Hong Kong Polytechnic University Hongkong, China, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0007-6003-0948","affiliations":[{"raw_affiliation_string":"Hong Kong Polytechnic University Hongkong, China, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100740023","display_name":"Jiannong Cao","orcid":"https://orcid.org/0000-0002-2725-2529"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jiannong Cao","raw_affiliation_strings":["Hong Kong Polytechnic University, Hongkong, China"],"raw_orcid":"https://orcid.org/0000-0002-2725-2529","affiliations":[{"raw_affiliation_string":"Hong Kong Polytechnic University, Hongkong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104338919","display_name":"Minglei Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minglei Pan","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0003-3200-3505","affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101862489","display_name":"Jikui Liu","orcid":"https://orcid.org/0000-0003-4071-0245"},"institutions":[{"id":"https://openalex.org/I182722699","display_name":"Shenzhen Polytechnic University","ror":"https://ror.org/00d2w9g53","country_code":"CN","type":"education","lineage":["https://openalex.org/I182722699"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jikui Liu","raw_affiliation_strings":["Shenzhen Polytechnic University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-4071-0245","affiliations":[{"raw_affiliation_string":"Shenzhen Polytechnic University, Shenzhen, China","institution_ids":["https://openalex.org/I182722699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100341027","display_name":"Nan Li","orcid":"https://orcid.org/0000-0001-9456-8702"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Li","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-9456-8702","affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061690608","display_name":"Fen Miao","orcid":"https://orcid.org/0000-0003-3054-807X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fen Miao","raw_affiliation_strings":["Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-3054-807X","affiliations":[{"raw_affiliation_string":"Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100339233","display_name":"Ye Li","orcid":"https://orcid.org/0000-0002-5351-8546"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Li","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-5351-8546","affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":16.8245,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.99622002,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"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":0.9973999857902527,"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/T13248","display_name":"Healthcare Technology and Patient Monitoring","score":0.9915000200271606,"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/wearable-computer","display_name":"Wearable computer","score":0.63703852891922},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6033376455307007},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.41202178597450256},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.22522401809692383},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19251370429992676},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07572287321090698}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.63703852891922},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6033376455307007},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.41202178597450256},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.22522401809692383},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19251370429992676},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07572287321090698}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3698587.3701447","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3698587.3701447","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3698587.3701447","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3698587.3701447","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2117827372","https://openalex.org/W2167925220","https://openalex.org/W2338236284","https://openalex.org/W2431637923","https://openalex.org/W2896436581","https://openalex.org/W2916816078","https://openalex.org/W2922473356","https://openalex.org/W3043568386","https://openalex.org/W3096775664","https://openalex.org/W3200345925","https://openalex.org/W3213323081","https://openalex.org/W4213432829","https://openalex.org/W4214928440","https://openalex.org/W4226221613","https://openalex.org/W4229018581","https://openalex.org/W4283009719","https://openalex.org/W4361305648","https://openalex.org/W4377142751","https://openalex.org/W4389664922","https://openalex.org/W4396523508"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Large":[0],"language":[1],"models":[2],"(LLMs)":[3],"have":[4],"captured":[5],"significant":[6],"interest":[7],"from":[8,93,146],"both":[9],"academia":[10],"and":[11,96,100,112,175],"industry":[12],"due":[13],"to":[14,27,52,74,80,119,196,223],"their":[15],"impressive":[16],"performance":[17],"across":[18],"various":[19],"textual":[20],"tasks.":[21],"However,":[22],"the":[23,44,63,71,76,128,154,184,188,211,225],"potential":[24,221],"of":[25,46,65,78,134,143,167,190,213,227],"LLMs":[26,47,79,118,137,214],"analyze":[28],"physiological":[29,91],"time-series":[30],"data":[31],"remains":[32],"an":[33,164,197],"emerging":[34],"research":[35],"field.":[36],"Particularly,":[37],"there":[38],"is":[39,60],"a":[40,139,220],"notable":[41],"gap":[42],"in":[43,200],"utilization":[45],"for":[48,62,172,180,204,215],"analyzing":[49],"wearable":[50,87,144],"biosignals":[51,145],"achieve":[53],"cuffless":[54,82,216,228],"blood":[55],"pressure":[56],"(BP)":[57],"measurement,":[58,218],"which":[59],"critical":[61],"management":[64],"cardiovascular":[66],"diseases.":[67],"This":[68,208],"paper":[69,209],"presents":[70],"first":[72],"work":[73],"explore":[75],"capacity":[77],"perform":[81],"BP":[83,109,120,174,206,217,229],"estimation":[84,121,165],"based":[85],"on":[86],"biosignals.":[88],"We":[89],"extracted":[90],"features":[92,107],"electrocardiogram":[94],"(ECG)":[95],"photoplethysmogram":[97],"(PPG)":[98],"signals":[99],"designed":[101],"context-enhanced":[102],"prompts":[103],"by":[104],"combining":[105],"these":[106],"with":[108],"domain":[110],"knowledge":[111],"user":[113],"information.":[114],"Subsequently,":[115],"we":[116,131],"adapted":[117],"tasks":[122],"through":[123],"instruction":[124],"tuning.":[125],"To":[126],"evaluate":[127],"proposed":[129],"approach,":[130],"conducted":[132],"assessments":[133],"ten":[135],"advanced":[136],"using":[138],"comprehensive":[140],"public":[141],"dataset":[142],"1,272":[147],"participants.":[148],"The":[149],"experimental":[150],"results":[151],"demonstrate":[152],"that":[153],"optimally":[155],"fine-tuned":[156],"LLM":[157],"significantly":[158],"surpasses":[159],"conventional":[160],"task-specific":[161],"baselines,":[162],"achieving":[163],"error":[166,203],"0.00":[168],"\u00b1":[169,177],"9.25":[170],"mmHg":[171,179],"systolic":[173,205],"1.29":[176],"6.37":[178],"diastolic":[181],"BP.":[182],"Notably,":[183],"ablation":[185],"studies":[186],"highlight":[187],"benefits":[189],"our":[191],"context":[192],"enhancement":[193],"strategy,":[194],"leading":[195],"8.9%":[198],"reduction":[199],"mean":[201],"absolute":[202],"estimation.":[207],"pioneers":[210],"exploration":[212],"providing":[219],"solution":[222],"enhance":[224],"accuracy":[226],"measurement.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":10}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}