{"id":"https://openalex.org/W4284704781","doi":"https://doi.org/10.3390/s22145101","title":"Multitask Siamese Network for Remote Photoplethysmography and Respiration Estimation","display_name":"Multitask Siamese Network for Remote Photoplethysmography and Respiration Estimation","publication_year":2022,"publication_date":"2022-07-07","ids":{"openalex":"https://openalex.org/W4284704781","doi":"https://doi.org/10.3390/s22145101","pmid":"https://pubmed.ncbi.nlm.nih.gov/35890781"},"language":"en","primary_location":{"id":"doi:10.3390/s22145101","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22145101","pdf_url":"https://www.mdpi.com/1424-8220/22/14/5101/pdf?version=1657186097","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/14/5101/pdf?version=1657186097","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100666476","display_name":"Heejin Lee","orcid":"https://orcid.org/0000-0001-9924-4133"},"institutions":[{"id":"https://openalex.org/I161024014","display_name":"Kwangwoon University","ror":"https://ror.org/02e9zc863","country_code":"KR","type":"education","lineage":["https://openalex.org/I161024014"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Heejin Lee","raw_affiliation_strings":["Department of Computer Engineering, Kwangwoon University, Seoul 01897, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Kwangwoon University, Seoul 01897, Korea","institution_ids":["https://openalex.org/I161024014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100446510","display_name":"Junghwan Lee","orcid":"https://orcid.org/0000-0002-7447-6656"},"institutions":[{"id":"https://openalex.org/I161024014","display_name":"Kwangwoon University","ror":"https://ror.org/02e9zc863","country_code":"KR","type":"education","lineage":["https://openalex.org/I161024014"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junghwan Lee","raw_affiliation_strings":["Department of Information Convergence, Kwangwoon University, Seoul 01897, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Information Convergence, Kwangwoon University, Seoul 01897, Korea","institution_ids":["https://openalex.org/I161024014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009161605","display_name":"Yu\u2010Jin Kwon","orcid":"https://orcid.org/0000-0002-9021-3856"},"institutions":[{"id":"https://openalex.org/I161024014","display_name":"Kwangwoon University","ror":"https://ror.org/02e9zc863","country_code":"KR","type":"education","lineage":["https://openalex.org/I161024014"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yujin Kwon","raw_affiliation_strings":["Department of Computer Engineering, Kwangwoon University, Seoul 01897, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Kwangwoon University, Seoul 01897, Korea","institution_ids":["https://openalex.org/I161024014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010435212","display_name":"Jiyoon Kwon","orcid":null},"institutions":[{"id":"https://openalex.org/I161024014","display_name":"Kwangwoon University","ror":"https://ror.org/02e9zc863","country_code":"KR","type":"education","lineage":["https://openalex.org/I161024014"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jiyoon Kwon","raw_affiliation_strings":["Department of Computer Engineering, Kwangwoon University, Seoul 01897, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Kwangwoon University, Seoul 01897, Korea","institution_ids":["https://openalex.org/I161024014"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100400974","display_name":"Sung\u2010Min Park","orcid":"https://orcid.org/0000-0002-8359-8110"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungmin Park","raw_affiliation_strings":["Department of Electrical Engineering, Pohang University of Science and Technology, Seoul 37673, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Pohang University of Science and Technology, Seoul 37673, Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015567084","display_name":"Ryanghee Sohn","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ryanghee Sohn","raw_affiliation_strings":["Emma Healthcare, Seongnam-si 13503, Korea"],"affiliations":[{"raw_affiliation_string":"Emma Healthcare, Seongnam-si 13503, Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072429332","display_name":"Cheolsoo Park","orcid":"https://orcid.org/0000-0001-8042-007X"},"institutions":[{"id":"https://openalex.org/I161024014","display_name":"Kwangwoon University","ror":"https://ror.org/02e9zc863","country_code":"KR","type":"education","lineage":["https://openalex.org/I161024014"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Cheolsoo Park","raw_affiliation_strings":["Department of Computer Engineering, Kwangwoon University, Seoul 01897, Korea"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Kwangwoon University, Seoul 01897, Korea","institution_ids":["https://openalex.org/I161024014"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5015567084","https://openalex.org/A5072429332"],"corresponding_institution_ids":["https://openalex.org/I161024014"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.1443,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.74662377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"22","issue":"14","first_page":"5101","last_page":"5101"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.996999979019165,"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":0.9968000054359436,"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":0.701099693775177},{"id":"https://openalex.org/keywords/vital-signs","display_name":"Vital signs","score":0.6673081517219543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6288422346115112},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5477598905563354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5319619178771973},{"id":"https://openalex.org/keywords/forehead","display_name":"Forehead","score":0.41436487436294556},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3946112096309662},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3280976712703705},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.323542058467865},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2656376361846924},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18393048644065857},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1624729335308075}],"concepts":[{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.701099693775177},{"id":"https://openalex.org/C2776890885","wikidata":"https://www.wikidata.org/wiki/Q1067560","display_name":"Vital signs","level":2,"score":0.6673081517219543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6288422346115112},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5477598905563354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5319619178771973},{"id":"https://openalex.org/C2780446394","wikidata":"https://www.wikidata.org/wiki/Q41055","display_name":"Forehead","level":2,"score":0.41436487436294556},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3946112096309662},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3280976712703705},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.323542058467865},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2656376361846924},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18393048644065857},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1624729335308075},{"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/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006321","descriptor_name":"Heart","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006321","descriptor_name":"Heart","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":"D012119","descriptor_name":"Respiration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012119","descriptor_name":"Respiration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012119","descriptor_name":"Respiration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055986","descriptor_name":"Vital Signs","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055986","descriptor_name":"Vital Signs","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055986","descriptor_name":"Vital Signs","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056152","descriptor_name":"Respiratory Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D056152","descriptor_name":"Respiratory Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D056152","descriptor_name":"Respiratory Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.3390/s22145101","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22145101","pdf_url":"https://www.mdpi.com/1424-8220/22/14/5101/pdf?version=1657186097","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:35890781","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35890781","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:aa31562c812543b7b347eb52038abcad","is_oa":true,"landing_page_url":"https://doaj.org/article/aa31562c812543b7b347eb52038abcad","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 14, p 5101 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/14/5101/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22145101","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 14; Pages: 5101","raw_type":"Text"},{"id":"pmh:oai:oasis.postech.ac.kr:2014.oak/113732","is_oa":false,"landing_page_url":"https://oasis.postech.ac.kr/handle/2014.oak/113732","pdf_url":null,"source":{"id":"https://openalex.org/S4306401965","display_name":"Open Access System for Information Sharing (Pohang University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I123900574","host_organization_name":"Pohang University of Science and Technology","host_organization_lineage":["https://openalex.org/I123900574"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9321619","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9321619","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22145101","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22145101","pdf_url":"https://www.mdpi.com/1424-8220/22/14/5101/pdf?version=1657186097","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8457556697","display_name":null,"funder_award_id":"NRF-2017R1A5A1015596","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4284704781.pdf","grobid_xml":"https://content.openalex.org/works/W4284704781.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W1975267419","https://openalex.org/W1981918735","https://openalex.org/W1986273245","https://openalex.org/W1988681682","https://openalex.org/W2004491046","https://openalex.org/W2010396034","https://openalex.org/W2053465110","https://openalex.org/W2076257761","https://openalex.org/W2087766611","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2097721391","https://openalex.org/W2115252128","https://openalex.org/W2139293067","https://openalex.org/W2294700151","https://openalex.org/W2424269919","https://openalex.org/W2517617279","https://openalex.org/W2548820856","https://openalex.org/W2559843636","https://openalex.org/W2760212863","https://openalex.org/W2789777954","https://openalex.org/W2803927209","https://openalex.org/W2884585870","https://openalex.org/W2891834928","https://openalex.org/W2893517024","https://openalex.org/W2894501716","https://openalex.org/W2946859228","https://openalex.org/W2957344258","https://openalex.org/W2970861568","https://openalex.org/W2995714004","https://openalex.org/W3000594193","https://openalex.org/W3014415343","https://openalex.org/W3029144613","https://openalex.org/W3039188098","https://openalex.org/W3107314542","https://openalex.org/W3109860245","https://openalex.org/W3113743110","https://openalex.org/W3127077499","https://openalex.org/W3131296864","https://openalex.org/W3161315230","https://openalex.org/W3196879561","https://openalex.org/W3214375729","https://openalex.org/W4210479137","https://openalex.org/W4376626176","https://openalex.org/W6674330103","https://openalex.org/W6677618333","https://openalex.org/W6680782701","https://openalex.org/W6744535931","https://openalex.org/W6771408379","https://openalex.org/W6807306220"],"related_works":["https://openalex.org/W2732360296","https://openalex.org/W1994871954","https://openalex.org/W4297152434","https://openalex.org/W2072858761","https://openalex.org/W2122132874","https://openalex.org/W4200107443","https://openalex.org/W4239033438","https://openalex.org/W1540261775","https://openalex.org/W2971280753","https://openalex.org/W2143550175"],"abstract_inverted_index":{"Heart":[0],"and":[1,38,56,58,79,93,130,154,159],"respiration":[2,155],"rates":[3,156],"represent":[4],"important":[5],"vital":[6,19],"signs":[7,20],"for":[8],"the":[9,32,35,39,49,52,63,67,74,77,107,112,116,128,134,138,148,172],"assessment":[10],"of":[11,34,51,91,140,152],"a":[12,24,88,98,122,181],"person's":[13],"health":[14],"condition.":[15],"To":[16],"estimate":[17],"these":[18],"accurately,":[21],"we":[22,124],"propose":[23],"multitask":[25,40,118],"Siamese":[26,36,68],"network":[27,37],"model":[28,45,84,114,174],"(MTS)":[29],"that":[30,104],"combines":[31],"advantages":[33],"learning":[41,109,119],"architecture.":[42],"The":[43,82],"MTS":[44,135],"was":[46,85,94,142],"trained":[47],"by":[48,144],"images":[50],"cheek":[53],"including":[54],"nose":[55],"mouth":[57],"forehead":[59],"areas":[60],"while":[61,137],"sharing":[62],"same":[64],"parameters":[65,92,141],"between":[66],"networks,":[69],"in":[70,175],"order":[71],"to":[72,96,103,162,170],"extract":[73],"features":[75],"about":[76],"heart":[78,129,153],"respiratory":[80,131],"information.":[81],"proposed":[83,113],"constructed":[86],"with":[87,133,147],"small":[89],"number":[90,139],"able":[95],"yield":[97],"high":[99],"vital-sign-prediction":[100],"accuracy,":[101],"comparable":[102],"obtained":[105],"from":[106],"single-task":[108],"model;":[110],"furthermore,":[111],"outperformed":[115],"conventional":[117],"model.":[120],"As":[121],"result,":[123],"can":[125],"simultaneously":[126],"predict":[127],"signals":[132],"model,":[136],"reduced":[143],"16":[145],"times":[146],"mean":[149],"average":[150],"errors":[151],"being":[157],"2.84":[158],"4.21.":[160],"Owing":[161],"its":[163],"light":[164],"weight,":[165],"it":[166],"would":[167],"be":[168],"advantageous":[169],"implement":[171],"vital-sign-monitoring":[173],"an":[176],"edge":[177],"device":[178],"such":[179],"as":[180],"mobile":[182],"phone":[183],"or":[184],"small-sized":[185],"portable":[186],"devices.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}