{"id":"https://openalex.org/W4414689152","doi":"https://doi.org/10.3389/fdgth.2025.1697991","title":"Editorial: Unconscious monitoring of physiological information for behavioral changes in daily life: advances in sensor technology and data analysis","display_name":"Editorial: Unconscious monitoring of physiological information for behavioral changes in daily life: advances in sensor technology and data analysis","publication_year":2025,"publication_date":"2025-10-01","ids":{"openalex":"https://openalex.org/W4414689152","doi":"https://doi.org/10.3389/fdgth.2025.1697991","pmid":"https://pubmed.ncbi.nlm.nih.gov/41104276"},"language":"en","primary_location":{"id":"doi:10.3389/fdgth.2025.1697991","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1697991","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1697991/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"type":"editorial","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1697991/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030891267","display_name":"T. Tamura","orcid":"https://orcid.org/0000-0002-8514-4200"},"institutions":[{"id":"https://openalex.org/I150744194","display_name":"Waseda University","ror":"https://ror.org/00ntfnx83","country_code":"JP","type":"education","lineage":["https://openalex.org/I150744194"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Toshiyo Tamura","raw_affiliation_strings":["Future Robotics Organization, Waseda University, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Future Robotics Organization, Waseda University, Tokyo, Japan","institution_ids":["https://openalex.org/I150744194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090739497","display_name":"Wenxi Chen","orcid":"https://orcid.org/0000-0002-7938-9033"},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Wenxi Chen","raw_affiliation_strings":["Division of Information Systems, School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Information Systems, School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101156918","display_name":"Kazuki Nakajima","orcid":null},"institutions":[{"id":"https://openalex.org/I42766147","display_name":"University of Toyama","ror":"https://ror.org/0445phv87","country_code":"JP","type":"education","lineage":["https://openalex.org/I42766147"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazuki Nakajima","raw_affiliation_strings":["Division of Bio-information Engineering, University of Toyama, Toyama, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Bio-information Engineering, University of Toyama, Toyama, Japan","institution_ids":["https://openalex.org/I42766147"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078450534","display_name":"Shing-Hong Liu","orcid":"https://orcid.org/0000-0002-3923-4387"},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shing-Hong Liu","raw_affiliation_strings":["Department of Computer Science & Information Engineering, Chaoyang University of Technology, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Information Engineering, Chaoyang University of Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I126145234"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030891267"],"corresponding_institution_ids":["https://openalex.org/I150744194"],"apc_list":{"value":1900,"currency":"USD","value_usd":2125},"apc_paid":{"value":1900,"currency":"USD","value_usd":2125},"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"1697991","last_page":"1697991"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9977999925613403,"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":0.9977999925613403,"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":0.9939000010490417,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9901000261306763,"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/biometrics","display_name":"Biometrics","score":0.6223000288009644},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5684999823570251},{"id":"https://openalex.org/keywords/spectrogram","display_name":"Spectrogram","score":0.490200012922287},{"id":"https://openalex.org/keywords/remote-patient-monitoring","display_name":"Remote patient monitoring","score":0.40310001373291016},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.38920000195503235},{"id":"https://openalex.org/keywords/continuous-monitoring","display_name":"Continuous monitoring","score":0.3440999984741211}],"concepts":[{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.6223000288009644},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5684999823570251},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5062999725341797},{"id":"https://openalex.org/C45273575","wikidata":"https://www.wikidata.org/wiki/Q578970","display_name":"Spectrogram","level":2,"score":0.490200012922287},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.40310001373291016},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3953000009059906},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.38920000195503235},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3774000108242035},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37369999289512634},{"id":"https://openalex.org/C2776902269","wikidata":"https://www.wikidata.org/wiki/Q5165493","display_name":"Continuous monitoring","level":2,"score":0.3440999984741211},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.3287000060081482},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.31220000982284546},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.3118000030517578},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.2992999851703644},{"id":"https://openalex.org/C149288182","wikidata":"https://www.wikidata.org/wiki/Q7260673","display_name":"Pupillary response","level":3,"score":0.28769999742507935},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27630001306533813},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.27379998564720154},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.27250000834465027},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.2526000142097473},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2506999969482422}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/fdgth.2025.1697991","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1697991","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1697991/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},{"id":"pmid:41104276","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41104276","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":"Frontiers in digital health","raw_type":null},{"id":"pmh:oai:doaj.org/article:13025513b0fb415e869fad84ef6257ae","is_oa":false,"landing_page_url":"https://doaj.org/article/13025513b0fb415e869fad84ef6257ae","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Digital Health, Vol 7 (2025)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:11334874","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12522396","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/fdgth.2025.1697991","is_oa":true,"landing_page_url":"https://doi.org/10.3389/fdgth.2025.1697991","pdf_url":"https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2025.1697991/pdf","source":{"id":"https://openalex.org/S4210170686","display_name":"Frontiers in Digital Health","issn_l":"2673-253X","issn":["2673-253X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Digital Health","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414689152.pdf","grobid_xml":"https://content.openalex.org/works/W4414689152.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W300432087","https://openalex.org/W2003629362","https://openalex.org/W2011989160","https://openalex.org/W2387755578","https://openalex.org/W3037473497","https://openalex.org/W3043823312","https://openalex.org/W3158844943","https://openalex.org/W3193827848","https://openalex.org/W4408549098"],"related_works":[],"abstract_inverted_index":{"implementation":[0],"of":[1,9,31,79,88,178,187,228,310,362,391],"sensors":[2],"and":[3,72,93,133,151,182,216,255,261,270,308,338,374],"biomedical":[4],"applications.":[5],"Prolonged":[6],"camera-based":[7],"monitoring":[8,37,75,386],"critically":[10],"ill":[11],"patients":[12],"presents":[13],"unique":[14],"challenges,":[15],"but":[16],"it":[17],"may":[18],"also":[19,110],"facilitate":[20],"safe":[21],"recovery.":[22],"One":[23],"study":[24],"was":[25,223,231,286],"designed":[26],"to":[27,53,246,275,345,357,381,404],"evaluate":[28,359],"the":[29,104,179,197,220,234,257,276,335,347,360,389],"feasibility":[30],"introducing":[32],"a":[33,157,173,190,251,268,272,341,378],"non-contact":[34],"video":[35],"camera":[36],"system":[38,344,353],"into":[39],"an":[40,264],"acute":[41],"clinical":[42,400],"setting":[43],"[6,":[44],"7].":[45],"Another":[46],"possibility":[47],"is":[48,85,185,204,402],"using":[49,189,233],"unobtrusive,":[50],"wearable":[51,385],"equipment":[52],"monitor":[54],"physical":[55,68,332],"activity":[56,230],"for":[57,98,175,288,334],"wellness,":[58],"sports,":[59],"or":[60],"medical":[61],"rehabilitation":[62,333],"purposes.":[63,290],"While":[64],"many":[65],"themes":[66],"overlap,":[67],"rehabilitation,":[69],"assistive":[70,135],"devices,":[71,128],"continuous":[73],"health":[74],"systems":[76],"are":[77,95],"areas":[78],"interest":[80],"[8].":[81],"Furthermore,":[82],"biometric":[83,130,238],"authentication":[84,131],"one":[86],"example":[87],"this":[89,112,406],"application.":[90],"Facial":[91],"features":[92],"fingerprints":[94],"generally":[96],"used":[97,243],"personal":[99,284],"identification.":[100],"Although":[101],"still":[102],"in":[103,301,396],"research":[105,401],"stage,":[106],"electrocardiogram":[107,265],"waveforms":[108],"can":[109],"serve":[111],"purpose":[113],"[9].":[114],"This":[115],"special":[116],"issue":[117],"includes":[118],"six":[119],"accepted":[120],"papers.":[121],"The":[122,210,351],"fields":[123],"cover":[124],"two":[125,129,134,163],"home":[126],"healthcare":[127],"methods,":[132],"devices.":[136],"For":[137,237],"physiological":[138,393],"measurements,":[139],"Liu":[140],"et":[141,170,241,292],"al.":[142,171,242,293],"derived":[143],"pulse":[144],"transit":[145],"time":[146],"(PTT)":[147],"from":[148,156,267,367],"ballistocardiograms":[149],"(BCGs)":[150],"impedance":[152],"plethysmograms":[153],"(IPGs)":[154],"obtained":[155,263],"weight-fat":[158],"scale.":[159],"Based":[160],"on":[161,196,318,349],"these":[162],"values,":[164],"they":[165],"estimated":[166],"blood":[167],"pressure.":[168],"Fumimoto":[169],"propose":[172],"method":[174],"noncontact":[176,226],"measurement":[177],"capillary":[180],"contraction":[181],"dilation":[183],"which":[184,203],"representative":[186],"ANSA":[188],"common":[191],"commercial":[192],"camera.":[193],"They":[194],"focused":[195],"green-to-blue":[198],"light":[199],"ratio":[200,212],"during":[201,214,327],"exercise,":[202],"characterized":[205],"by":[206,365],"dominant":[207],"sympathetic":[208],"ANS.":[209],"G/B":[211,235],"decreased":[213],"exercise":[215],"recovered":[217],"afterward":[218],"when":[219,316,377],"parasympathetic":[221],"ANS":[222,229],"dominant.":[224],"Thus,":[225],"evaluation":[227],"achieved":[232],"ratio.":[236],"authentication,":[239],"Asano":[240],"frequency":[244],"analysis":[245],"label":[247],"individual":[248],"spectrograms":[249],"with":[250,370],"60":[252],"GHz":[253],"radar":[254],"identify":[256],"participants.":[258],"Meanwhile,":[259],"Kawamura":[260],"Kyoso":[262],"(ECG)":[266],"doorknob,":[269],"applied":[271],"synchronized":[273],"averaging":[274],"measured":[277,324],"ECG":[278],"waveforms.":[279],"After":[280],"machine":[281],"learning":[282],"training,":[283],"identification":[285],"realized":[287],"security":[289],"Warmerdam":[291],"hypothesized":[294],"that":[295],"there":[296],"would":[297,314],"be":[298,382],"characteristic":[299],"changes":[300,356],"insole-derived":[302],"vertical":[303],"ground":[304],"reaction":[305],"force":[306],"(VGRF)":[307],"center":[309],"pressure":[311],"(COP)":[312],"parameters":[313],"occur":[315],"walking":[317],"different":[319,368],"surfaces.":[320],"Analyzing":[321],"gait":[322],"data":[323],"via":[325],"insoles":[326],"daily":[328,392],"activities":[329],"further":[330],"develops":[331],"elderly.":[336],"Shichitani":[337],"Nakajima":[339],"developed":[340],"diaper":[342,379],"sensor":[343,352],"reduce":[346],"burden":[348],"caregivers.":[350],"detects":[354],"capacitance":[355],"quantitatively":[358],"volume":[361],"urine":[363],"absorbed":[364],"diapers":[366],"manufacturers":[369],"various":[371],"absorption":[372],"capacities,":[373],"alerts":[375],"caregivers":[376],"needs":[380],"changed.":[383],"Unobtrusive,":[384],"could":[387],"enhance":[388],"significance":[390],"monitoring,":[394],"even":[395],"hospital":[397],"settings.":[398],"Further":[399],"needed":[403],"popularize":[405],"method.":[407]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}