{"id":"https://openalex.org/W2326035627","doi":"https://doi.org/10.4108/icst.pervasivehealth.2015.259064","title":"BioWatch: Estimation of Heart and Breathing Rates from Wrist Motions","display_name":"BioWatch: Estimation of Heart and Breathing Rates from Wrist Motions","publication_year":2015,"publication_date":"2015-08-03","ids":{"openalex":"https://openalex.org/W2326035627","doi":"https://doi.org/10.4108/icst.pervasivehealth.2015.259064","mag":"2326035627"},"language":"en","primary_location":{"id":"doi:10.4108/icst.pervasivehealth.2015.259064","is_oa":true,"landing_page_url":"https://doi.org/10.4108/icst.pervasivehealth.2015.259064","pdf_url":"http://eudl.eu/pdf/10.4108/icst.pervasivehealth.2015.259064","source":{"id":"https://openalex.org/S2736858385","display_name":"EAI Endorsed Transactions on Pervasive Health and Technology","issn_l":"2411-7145","issn":["2411-7145"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321144","host_organization_name":"Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","host_organization_lineage":["https://openalex.org/P4310321144"],"host_organization_lineage_names":["Institute for Computer Sciences, Social Informatics and Telecommunications Engineering"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EAI Endorsed Transactions on Pervasive Health and Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://eudl.eu/pdf/10.4108/icst.pervasivehealth.2015.259064","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022316351","display_name":"Javier Hernandez","orcid":"https://orcid.org/0000-0001-9504-5217"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Javier Hernandez","raw_affiliation_strings":["Massachusetts Institute of Technology; [email\u00a0protected]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology; [email\u00a0protected]","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100681741","display_name":"Daniel McDuff","orcid":"https://orcid.org/0000-0001-7313-0082"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel McDuff","raw_affiliation_strings":["Massachusetts Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087366916","display_name":"Rosalind W. Picard","orcid":"https://orcid.org/0000-0002-5661-0022"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rosalind Picard","raw_affiliation_strings":["Massachusetts Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":6.7396,"has_fulltext":true,"cited_by_count":118,"citation_normalized_percentile":{"value":0.97429885,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"1","issue":"3","first_page":"e1","last_page":"e1"},"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9987999796867371,"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/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.9926999807357788,"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/breathing","display_name":"Breathing","score":0.7265354990959167},{"id":"https://openalex.org/keywords/wrist","display_name":"Wrist","score":0.5761533379554749},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4453344941139221},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.3919037878513336},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3705272078514099},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.1626911759376526},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15093854069709778}],"concepts":[{"id":"https://openalex.org/C39300077","wikidata":"https://www.wikidata.org/wiki/Q9530","display_name":"Breathing","level":2,"score":0.7265354990959167},{"id":"https://openalex.org/C2778216619","wikidata":"https://www.wikidata.org/wiki/Q185706","display_name":"Wrist","level":2,"score":0.5761533379554749},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4453344941139221},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.3919037878513336},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3705272078514099},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.1626911759376526},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15093854069709778},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.4108/icst.pervasivehealth.2015.259064","is_oa":true,"landing_page_url":"https://doi.org/10.4108/icst.pervasivehealth.2015.259064","pdf_url":"http://eudl.eu/pdf/10.4108/icst.pervasivehealth.2015.259064","source":{"id":"https://openalex.org/S2736858385","display_name":"EAI Endorsed Transactions on Pervasive Health and Technology","issn_l":"2411-7145","issn":["2411-7145"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321144","host_organization_name":"Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","host_organization_lineage":["https://openalex.org/P4310321144"],"host_organization_lineage_names":["Institute for Computer Sciences, Social Informatics and Telecommunications Engineering"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EAI Endorsed Transactions on Pervasive Health and Technology","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.693.8742","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.693.8742","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://affect.media.mit.edu/pdfs/15.Hernandez-McDuff-Picard-PervasiveHealth.pdf","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:aa3d9b2dac8147139b500cda9f8d56f6","is_oa":true,"landing_page_url":"https://doaj.org/article/aa3d9b2dac8147139b500cda9f8d56f6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EAI Endorsed Transactions on Pervasive Health and Technology, Vol 1, Iss 3, Pp 1-8 (2015)","raw_type":"article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/110541","is_oa":true,"landing_page_url":"http://hdl.handle.net/1721.1/110541","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MIT web domain","raw_type":"http://purl.org/eprint/type/ConferencePaper"}],"best_oa_location":{"id":"doi:10.4108/icst.pervasivehealth.2015.259064","is_oa":true,"landing_page_url":"https://doi.org/10.4108/icst.pervasivehealth.2015.259064","pdf_url":"http://eudl.eu/pdf/10.4108/icst.pervasivehealth.2015.259064","source":{"id":"https://openalex.org/S2736858385","display_name":"EAI Endorsed Transactions on Pervasive Health and Technology","issn_l":"2411-7145","issn":["2411-7145"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321144","host_organization_name":"Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","host_organization_lineage":["https://openalex.org/P4310321144"],"host_organization_lineage_names":["Institute for Computer Sciences, Social Informatics and Telecommunications Engineering"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EAI Endorsed Transactions on Pervasive Health and Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4289632507","display_name":"Collaborative Research:  Computational Behavioral Science:  Modeling, Analysis, and Visualization of Social and Communicative Behavior","funder_award_id":"1029585","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8913180288","display_name":null,"funder_award_id":"CCF-1029585","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332195","display_name":"Samsung","ror":"https://ror.org/04w3jy968"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2326035627.pdf","grobid_xml":"https://content.openalex.org/works/W2326035627.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W64546360","https://openalex.org/W1969428773","https://openalex.org/W1972930203","https://openalex.org/W1978824841","https://openalex.org/W1991113589","https://openalex.org/W1996112374","https://openalex.org/W2004720921","https://openalex.org/W2047261063","https://openalex.org/W2053869223","https://openalex.org/W2056904828","https://openalex.org/W2078126533","https://openalex.org/W2083872334","https://openalex.org/W2106971248","https://openalex.org/W2125628414","https://openalex.org/W2133589238","https://openalex.org/W2140217629","https://openalex.org/W2145669403","https://openalex.org/W2162273778","https://openalex.org/W2164049001","https://openalex.org/W2171496128","https://openalex.org/W2247908160","https://openalex.org/W2546006597","https://openalex.org/W2977783450","https://openalex.org/W4233421246","https://openalex.org/W6602598865","https://openalex.org/W6663922206","https://openalex.org/W6684910423","https://openalex.org/W6768745600"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2899084033","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W2748952813","https://openalex.org/W1531601525"],"abstract_inverted_index":{"Continued":[0],"developments":[1],"of":[2,15,89,132,139],"sensor":[3],"technology":[4],"including":[5],"hardware":[6],"miniaturization":[7],"and":[8,35,40,68,73,99,127],"increased":[9],"sensitivity":[10],"have":[11],"enabled":[12],"the":[13,44],"development":[14],"less":[16],"intrusive":[17],"methods":[18,31],"to":[19,32,83],"monitor":[20],"physiological":[21],"parameters":[22,37],"during":[23,135],"daily":[24],"life.":[25],"In":[26,76],"this":[27],"work,":[28],"we":[29,78,116],"present":[30],"recover":[33],"cardiac":[34],"respiratory":[36],"using":[38],"accelerometer":[39],"gyroscope":[41],"sensors":[42],"on":[43],"wrist.":[45],"We":[46],"demonstrate":[47],"accurate":[48],"measurements":[49],"in":[50],"a":[51,85,121],"controlled":[52],"laboratory":[53],"study":[54],"where":[55],"participants":[56],"(n":[57],"=":[58],"12)":[59],"held":[60],"three":[61,133],"different":[62],"positions":[63],"(standing":[64],"up,":[65],"sitting":[66],"down":[67],"lying":[69],"down)":[70],"under":[71],"relaxed":[72],"aroused":[74],"conditions.":[75],"particular,":[77],"show":[79,117],"it":[80],"is":[81],"possible":[82],"achieve":[84],"mean":[86],"absolute":[87],"error":[88],"1.27":[90],"beats":[91],"per":[92,102],"minute":[93,103],"(STD:":[94,104],"3.37)":[95],"for":[96,106],"heart":[97,124,130],"rate":[98,108,125,131],"0.38":[100],"breaths":[101],"1.19)":[105],"breathing":[107],"when":[109,128],"comparing":[110],"performance":[111,119],"with":[112,120],"FDA-cleared":[113],"sensors.":[114],"Furthermore,":[115],"comparable":[118],"state-of-the-art":[122],"wrist-worn":[123],"monitor,":[126],"monitoring":[129],"individuals":[134],"two":[136],"consecutive":[137],"nights":[138],"in-situ":[140],"sleep":[141],"measurements.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
