{"id":"https://openalex.org/W4281253075","doi":"https://doi.org/10.1016/j.compbiomed.2022.105654","title":"Biometric recognition based on scalable end-to-end convolutional neural network using photoplethysmography: A comparative study","display_name":"Biometric recognition based on scalable end-to-end convolutional neural network using photoplethysmography: A comparative study","publication_year":2022,"publication_date":"2022-05-21","ids":{"openalex":"https://openalex.org/W4281253075","doi":"https://doi.org/10.1016/j.compbiomed.2022.105654","pmid":"https://pubmed.ncbi.nlm.nih.gov/35635902"},"language":"en","primary_location":{"id":"doi:10.1016/j.compbiomed.2022.105654","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2022.105654","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Biology and Medicine","raw_type":"journal-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/A5022952764","display_name":"Daomiao Wang","orcid":"https://orcid.org/0000-0002-3478-6692"},"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":"Daomiao Wang","raw_affiliation_strings":["Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, 200433, PR China. Electronic address: dmwang20@fudan.edu.cn","Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, 200433, PR China"],"raw_orcid":"https://orcid.org/0000-0002-3478-6692","affiliations":[{"raw_affiliation_string":"Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, 200433, PR China. Electronic address: dmwang20@fudan.edu.cn","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, 200433, PR China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008213343","display_name":"Qihan Hu","orcid":"https://orcid.org/0000-0002-8869-5235"},"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":"Qihan Hu","raw_affiliation_strings":["Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, 200433, PR China. Electronic address: qhhu21@m.fudan.edu.cn","Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, 200433, PR China"],"raw_orcid":"https://orcid.org/0000-0002-8869-5235","affiliations":[{"raw_affiliation_string":"Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, 200433, PR China. Electronic address: qhhu21@m.fudan.edu.cn","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, 200433, PR China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030984396","display_name":"Cuiwei Yang","orcid":"https://orcid.org/0000-0002-5637-6977"},"institutions":[{"id":"https://openalex.org/I133868755","display_name":"Shanghai Medical College of Fudan University","ror":"https://ror.org/01zntxs11","country_code":"CN","type":"education","lineage":["https://openalex.org/I133868755","https://openalex.org/I24943067"]},{"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":"Cuiwei Yang","raw_affiliation_strings":["Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, 200433, PR China; Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention of Shanghai 200093, China. Electronic address: yangcw@fudan.edu.cn","Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, 200433, PR China","Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention of Shanghai 200093, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, 200433, PR China; Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention of Shanghai 200093, China. Electronic address: yangcw@fudan.edu.cn","institution_ids":["https://openalex.org/I133868755","https://openalex.org/I24943067"]},{"raw_affiliation_string":"Center for Biomedical Engineering, School of Information Science and Technology, Fudan University, Shanghai, 200433, PR China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Key Laboratory of Medical Imaging Computing and Computer Assisted Intervention of Shanghai 200093, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5030984396"],"corresponding_institution_ids":["https://openalex.org/I133868755","https://openalex.org/I24943067"],"apc_list":{"value":2610,"currency":"USD","value_usd":2610},"apc_paid":null,"fwci":0.6441,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.59898347,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"147","issue":null,"first_page":"105654","last_page":"105654"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9997000098228455,"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":0.9997000098228455,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8799383044242859},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.7765297889709473},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6873480677604675},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6165494322776794},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5315515995025635},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5183550119400024},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5016214847564697},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.4996910095214844},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49069297313690186},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.46204254031181335},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43366172909736633},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3385831117630005},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33424556255340576},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.27163079380989075},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.19432643055915833},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10062596201896667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8799383044242859},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.7765297889709473},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6873480677604675},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6165494322776794},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5315515995025635},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5183550119400024},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5016214847564697},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.4996910095214844},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49069297313690186},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.46204254031181335},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43366172909736633},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3385831117630005},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33424556255340576},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.27163079380989075},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.19432643055915833},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10062596201896667},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"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":"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":"D001699","descriptor_name":"Biometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001699","descriptor_name":"Biometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001699","descriptor_name":"Biometry","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},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","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}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.compbiomed.2022.105654","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2022.105654","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in Biology and Medicine","raw_type":"journal-article"},{"id":"pmid:35635902","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35635902","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":"Computers in biology and medicine","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2287559707","display_name":null,"funder_award_id":"GYQJ-2020-1-31","funder_id":"https://openalex.org/F4320325413","funder_display_name":"Shanghai Municipal Commission of Economy and Informatization"},{"id":"https://openalex.org/G598336005","display_name":null,"funder_award_id":"2017SHZDZX01","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G8639620682","display_name":null,"funder_award_id":"18441900900","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"}],"funders":[{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"},{"id":"https://openalex.org/F4320325413","display_name":"Shanghai Municipal Commission of Economy and Informatization","ror":"https://ror.org/04166ws88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W2101394537","https://openalex.org/W2124106073","https://openalex.org/W2200000192","https://openalex.org/W2431637923","https://openalex.org/W2522264526","https://openalex.org/W2526468814","https://openalex.org/W2552408385","https://openalex.org/W2552942965","https://openalex.org/W2555077524","https://openalex.org/W2601530120","https://openalex.org/W2730845691","https://openalex.org/W2800533254","https://openalex.org/W2803844903","https://openalex.org/W2808360126","https://openalex.org/W2892035503","https://openalex.org/W2912568927","https://openalex.org/W2928165649","https://openalex.org/W2947888826","https://openalex.org/W2982438846","https://openalex.org/W2997346981","https://openalex.org/W3019900571","https://openalex.org/W3034359740","https://openalex.org/W3037734338","https://openalex.org/W3039059115","https://openalex.org/W3040629071","https://openalex.org/W3042807565","https://openalex.org/W3045909547","https://openalex.org/W3100777112","https://openalex.org/W3157819379","https://openalex.org/W3198705930","https://openalex.org/W3212797097","https://openalex.org/W3212800490","https://openalex.org/W4207041532","https://openalex.org/W4210652228","https://openalex.org/W4220725729","https://openalex.org/W4221052904","https://openalex.org/W4236965008","https://openalex.org/W4243447080","https://openalex.org/W4243796195","https://openalex.org/W4244006632","https://openalex.org/W4245509891","https://openalex.org/W4246607218","https://openalex.org/W4289454947","https://openalex.org/W4302366331","https://openalex.org/W6604254268","https://openalex.org/W6631943919","https://openalex.org/W6637050416","https://openalex.org/W6639564290","https://openalex.org/W6640090378","https://openalex.org/W6674960149","https://openalex.org/W6675357634","https://openalex.org/W6677876722","https://openalex.org/W6678283157","https://openalex.org/W6687744914","https://openalex.org/W6697443983","https://openalex.org/W6717921545","https://openalex.org/W6729635839","https://openalex.org/W6729668900","https://openalex.org/W6739997296","https://openalex.org/W6743731764","https://openalex.org/W6746034047","https://openalex.org/W6751775071","https://openalex.org/W6755325935","https://openalex.org/W6758565154","https://openalex.org/W6760640297","https://openalex.org/W6776505760","https://openalex.org/W6782314139","https://openalex.org/W6791287880","https://openalex.org/W6798561352","https://openalex.org/W6799204637","https://openalex.org/W6803620847","https://openalex.org/W6804930450","https://openalex.org/W6809882809","https://openalex.org/W6825847375"],"related_works":["https://openalex.org/W107105315","https://openalex.org/W1584537303","https://openalex.org/W1872724644","https://openalex.org/W2750549761","https://openalex.org/W4388155270","https://openalex.org/W28826848","https://openalex.org/W2122272819","https://openalex.org/W4367156293","https://openalex.org/W2130894091","https://openalex.org/W2994151208"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-02T14:50:37.381335","created_date":"2025-10-10T00:00:00"}