{"id":"https://openalex.org/W3096520021","doi":"https://doi.org/10.1166/jmihi.2021.3279353","title":"Depressed Patients Intelligent Recognition in Smart Home Environment","display_name":"Depressed Patients Intelligent Recognition in Smart Home Environment","publication_year":2020,"publication_date":"2020-10-28","ids":{"openalex":"https://openalex.org/W3096520021","doi":"https://doi.org/10.1166/jmihi.2021.3279353","mag":"3096520021"},"language":"en","primary_location":{"id":"doi:10.1166/jmihi.2021.3279353","is_oa":false,"landing_page_url":"https://doi.org/10.1166/jmihi.2021.3279353","pdf_url":null,"source":{"id":"https://openalex.org/S2502047498","display_name":"Journal of Medical Imaging and Health Informatics","issn_l":"2156-7018","issn":["2156-7018","2156-7026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321646","host_organization_name":"American Scientific Publishers","host_organization_lineage":["https://openalex.org/P4310321646"],"host_organization_lineage_names":["American Scientific Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Imaging and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5023191101","display_name":"Jie Zhang","orcid":"https://orcid.org/0000-0003-3831-2993"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jie Zhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101668607","display_name":"Tingting Zhao","orcid":"https://orcid.org/0000-0002-1099-4286"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tingting Zhao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5015046953","display_name":"Yuan Liu","orcid":"https://orcid.org/0000-0003-0213-606X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuan Liu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18368937,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"2","first_page":"353","last_page":"359"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9061999917030334,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9061999917030334,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9021000266075134,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.8569350242614746},{"id":"https://openalex.org/keywords/etiology","display_name":"Etiology","score":0.6439677476882935},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.48125597834587097},{"id":"https://openalex.org/keywords/pathological","display_name":"Pathological","score":0.4471120834350586},{"id":"https://openalex.org/keywords/mental-illness","display_name":"Mental illness","score":0.4456760883331299},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4246557056903839},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4186767339706421},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.38217657804489136},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.34836387634277344},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.328302264213562},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.29728084802627563},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1009259819984436}],"concepts":[{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.8569350242614746},{"id":"https://openalex.org/C137627325","wikidata":"https://www.wikidata.org/wiki/Q156318","display_name":"Etiology","level":2,"score":0.6439677476882935},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.48125597834587097},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.4471120834350586},{"id":"https://openalex.org/C2776674806","wikidata":"https://www.wikidata.org/wiki/Q12135","display_name":"Mental illness","level":3,"score":0.4456760883331299},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4246557056903839},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4186767339706421},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.38217657804489136},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.34836387634277344},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.328302264213562},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.29728084802627563},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1009259819984436},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1166/jmihi.2021.3279353","is_oa":false,"landing_page_url":"https://doi.org/10.1166/jmihi.2021.3279353","pdf_url":null,"source":{"id":"https://openalex.org/S2502047498","display_name":"Journal of Medical Imaging and Health Informatics","issn_l":"2156-7018","issn":["2156-7018","2156-7026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321646","host_organization_name":"American Scientific Publishers","host_organization_lineage":["https://openalex.org/P4310321646"],"host_organization_lineage_names":["American Scientific Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Imaging and Health Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2016390559","https://openalex.org/W609638663","https://openalex.org/W4255938420","https://openalex.org/W354738834","https://openalex.org/W2019481302","https://openalex.org/W13949714","https://openalex.org/W2309610076","https://openalex.org/W2047901857","https://openalex.org/W2890923131","https://openalex.org/W4387765855"],"abstract_inverted_index":{"Depression":[0],"is":[1,19,76,92,96,154,160],"one":[2,20],"of":[3,17,21,30,39,44,56,65,87,112,132,172,184],"the":[4,12,22,28,35,42,45,48,50,54,62,77,83,102,107,141,182],"most":[5,23,78],"harmful":[6],"diseases":[7],"in":[8,53,110,138,156],"society":[9],"today,":[10],"and":[11,14,41,67,70,106,119,175],"etiology":[13],"pathological":[15],"mechanism":[16],"depression":[18,33,66,105,133,165,173],"complicated":[24],"mental":[25,57],"illnesses.":[26],"As":[27],"population":[29],"people":[31],"with":[32,89,104,140],"grows,":[34],"patient's":[36],"long":[37],"duration":[38],"illness":[40],"harmfulness":[43],"results":[46],"make":[47,68],"disease":[49],"biggest":[51],"challenge":[52],"diagnosis":[55,69],"illness.":[58],"How":[59],"to":[60,82,162,181],"improve":[61],"recognition":[63,131,174],"rate":[64],"treatment":[71],"as":[72,74,116],"early":[73],"possible":[75],"effective":[79],"way.":[80],"According":[81],"clinical":[84],"medical":[85],"manifestations":[86],"patients":[88,103],"depression,":[90],"it":[91],"found":[93],"that":[94],"there":[95],"a":[97,127],"very":[98],"obvious":[99],"difference":[100],"between":[101],"normal":[108],"group":[109],"terms":[111],"speech":[113,121,136,166],"characteristics,":[114],"such":[115],"lower":[117],"tones":[118],"slower":[120],"speed.":[122],"Therefore,":[123],"this":[124,157],"paper":[125],"proposes":[126],"method":[128],"for":[129],"intelligent":[130],"based":[134],"on":[135],"signals":[137],"combination":[139,171],"contemporary":[142],"smart":[143,176],"home":[144,177],"environment.":[145],"A":[146],"novel":[147],"ensemble":[148],"support":[149],"vector":[150],"machine":[151],"(ESVM)":[152],"algorithm":[153],"proposed":[155],"article,":[158],"which":[159],"applied":[161],"several":[163],"classic":[164],"data":[167],"sets.":[168],"The":[169],"organic":[170],"environment":[178],"can":[179],"adapt":[180],"development":[183],"future":[185],"technology.":[186]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}