{"id":"https://openalex.org/W4294975476","doi":"https://doi.org/10.1109/embc48229.2022.9871215","title":"A Hardware-based Lightweight ANN for Real-time Wearable Blood Pressure Estimation","display_name":"A Hardware-based Lightweight ANN for Real-time Wearable Blood Pressure Estimation","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4294975476","doi":"https://doi.org/10.1109/embc48229.2022.9871215","pmid":"https://pubmed.ncbi.nlm.nih.gov/36085819"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9871215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871215","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; 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/A5101437563","display_name":"Jialong Zhang","orcid":"https://orcid.org/0000-0002-1170-2337"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jialong Zhang","raw_affiliation_strings":["School of Information Science and Technology, Fudan University,Shanghai,China,200433"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University,Shanghai,China,200433","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011325101","display_name":"Jianzheng Li","orcid":"https://orcid.org/0000-0001-7985-6378"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianzheng Li","raw_affiliation_strings":["School of Information Science and Technology, Fudan University,Shanghai,China,200433"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University,Shanghai,China,200433","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100612448","display_name":"Yizhou Jiang","orcid":"https://orcid.org/0000-0002-5778-8455"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizhou Jiang","raw_affiliation_strings":["School of Information Science and Technology, Fudan University,Shanghai,China,200433"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University,Shanghai,China,200433","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100437036","display_name":"Kai Wang","orcid":"https://orcid.org/0000-0002-6170-4744"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Wang","raw_affiliation_strings":["School of Information Science and Technology, Fudan University,Shanghai,China,200433"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University,Shanghai,China,200433","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100684477","display_name":"Ran Guo","orcid":"https://orcid.org/0000-0002-9424-8140"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ran Guo","raw_affiliation_strings":["Universit&#x00E9; C&#x00F4;te d&#x0027;Azur,Polytech&#x0027;Lab UPR UCA 7498,Sophia Antipolis,France,06903"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; C&#x00F4;te d&#x0027;Azur,Polytech&#x0027;Lab UPR UCA 7498,Sophia Antipolis,France,06903","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110513085","display_name":"Yu Ma","orcid":"https://orcid.org/0009-0006-2141-6146"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210151021","display_name":"Shanghai Institute of Computing Technology","ror":"https://ror.org/05ek0ze18","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210151021"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Ma","raw_affiliation_strings":["School of Information Science and Technology, Fudan University,Shanghai,China,200433","Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention (MICCAI) of Shanghai, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University,Shanghai,China,200433","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention (MICCAI) of Shanghai, Shanghai, China","institution_ids":["https://openalex.org/I4210151021"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049714364","display_name":"Yajie Qin","orcid":"https://orcid.org/0000-0002-4879-5995"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yajie Qin","raw_affiliation_strings":["School of Information Science and Technology, Fudan University,Shanghai,China,200433","Shanghai Engineering Research Center of Assistive Devices, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University,Shanghai,China,200433","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Assistive Devices, Shanghai, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101437563"],"corresponding_institution_ids":["https://openalex.org/I24943067"],"apc_list":null,"apc_paid":null,"fwci":0.6413,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61194931,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2022","issue":null,"first_page":"4295","last_page":"4298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9994999766349792,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9988999962806702,"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/blood-pressure","display_name":"Blood pressure","score":0.708203911781311},{"id":"https://openalex.org/keywords/application-specific-integrated-circuit","display_name":"Application-specific integrated circuit","score":0.661670982837677},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6463516354560852},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5479164719581604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49697044491767883},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47014501690864563},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.45034852623939514},{"id":"https://openalex.org/keywords/mean-absolute-error","display_name":"Mean absolute error","score":0.434573769569397},{"id":"https://openalex.org/keywords/cmos","display_name":"CMOS","score":0.4230867028236389},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.3647744655609131},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2890315651893616},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.28024306893348694},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.27396082878112793},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23933598399162292},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.20629769563674927},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.20368865132331848},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20243769884109497},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16541054844856262}],"concepts":[{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.708203911781311},{"id":"https://openalex.org/C77390884","wikidata":"https://www.wikidata.org/wiki/Q217302","display_name":"Application-specific integrated circuit","level":2,"score":0.661670982837677},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6463516354560852},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5479164719581604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49697044491767883},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47014501690864563},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.45034852623939514},{"id":"https://openalex.org/C188154048","wikidata":"https://www.wikidata.org/wiki/Q6803609","display_name":"Mean absolute error","level":3,"score":0.434573769569397},{"id":"https://openalex.org/C46362747","wikidata":"https://www.wikidata.org/wiki/Q173431","display_name":"CMOS","level":2,"score":0.4230867028236389},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.3647744655609131},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2890315651893616},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.28024306893348694},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.27396082878112793},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23933598399162292},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.20629769563674927},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.20368865132331848},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20243769884109497},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16541054844856262}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003201","descriptor_name":"Computers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003201","descriptor_name":"Computers","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":"D006973","descriptor_name":"Hypertension","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D006973","descriptor_name":"Hypertension","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D006973","descriptor_name":"Hypertension","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc48229.2022.9871215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871215","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36085819","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36085819","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":[{"id":"https://metadata.un.org/sdg/3","score":0.8500000238418579,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G1579045487","display_name":null,"funder_award_id":"19441907200","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G6287276145","display_name":null,"funder_award_id":"2020YFEO 191300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7046253116","display_name":null,"funder_award_id":"SHDC2020CR3021A","funder_id":"https://openalex.org/F4320325338","funder_display_name":"Shanghai Hospital Development Center"}],"funders":[{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"},{"id":"https://openalex.org/F4320325338","display_name":"Shanghai Hospital Development Center","ror":"https://ror.org/02zrtve16"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2162800060","https://openalex.org/W2294418644","https://openalex.org/W2473019555","https://openalex.org/W2495671496","https://openalex.org/W2582359858","https://openalex.org/W2594492285","https://openalex.org/W2786070938","https://openalex.org/W2802351152","https://openalex.org/W2973160943","https://openalex.org/W2981178211","https://openalex.org/W3090240709","https://openalex.org/W3154858758","https://openalex.org/W3189832560","https://openalex.org/W3213323081","https://openalex.org/W4229458750","https://openalex.org/W6803629679","https://openalex.org/W6810975725"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W4247388746","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W2907667791","https://openalex.org/W2314720829","https://openalex.org/W3047461507","https://openalex.org/W3178576217"],"abstract_inverted_index":{"Blood":[0],"pressure":[1],"(BP)":[2],"is":[3,15,27,133,139,142],"an":[4,16,57,151],"important":[5],"indicator":[6],"of":[7,10,23,76,98,105,128,153],"the":[8,21,64,67,77,96,101,106,145],"state":[9],"cardiovascular":[11],"health.":[12],"BP":[13,38,51,80,83,109,112],"estimation":[14,39,52],"essential":[17],"method":[18],"to":[19],"prevent":[20],"occurrence":[22],"hypertension.":[24],"Currently,":[25],"there":[26],"a":[28,36,44],"strong":[29],"focus":[30],"on":[31,56],"low":[32],"power":[33,138],"design":[34],"for":[35,50],"wearable":[37],"device.":[40],"This":[41,135],"paper":[42],"proposes":[43],"lightweight":[45],"artificial":[46],"neural":[47],"network":[48],"(ANN)":[49],"and":[53,72,81,89,110,118,131],"implements":[54],"it":[55],"ultra-low-power":[58],"application-specific":[59],"integrated":[60],"circuit":[61],"(ASIC).":[62],"On":[63],"test":[65],"set,":[66],"mean":[68],"absolute":[69],"error":[70],"(MAE)":[71],"standard":[73],"deviation":[74],"(SD)":[75],"estimated":[78,107],"systolic":[79,108],"diastolic":[82,111],"are":[84,113],"2.47":[85],"\u00b1":[86,91,103,115,120],"3.48":[87],"mmHg":[88,117,122],"1.45":[90],"1.88":[92],"mmHg.":[93],"Besides,":[94],"in":[95],"case":[97],"8-bit":[99],"quantization,":[100],"MAE":[102],"SD":[104],"12.41":[114],"5.32":[116],"6.29":[119],"3.03":[121],"respectively.":[123],"The":[124],"regression":[125],"result":[126],"R<sup>2</sup>":[127],"overall":[129],"SBP":[130],"DBP":[132],"0.9702.":[134],"ASIC":[136],"whose":[137],"19.72":[140],"\u00b5W":[141],"validated":[143],"via":[144],"0.18":[146],"\u00b5m":[147],"CMOS":[148],"process,":[149],"occupying":[150],"area":[152],"730":[154,156],"\u00b5mx":[155],"\u00b5m.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
