{"id":"https://openalex.org/W4406048057","doi":"https://doi.org/10.1080/07421222.2024.2415770","title":"Digital Phenotyping-based Depression Detection in the Presence of Comorbidity: An Uncertainty Reasoning Approach","display_name":"Digital Phenotyping-based Depression Detection in the Presence of Comorbidity: An Uncertainty Reasoning Approach","publication_year":2024,"publication_date":"2024-10-01","ids":{"openalex":"https://openalex.org/W4406048057","doi":"https://doi.org/10.1080/07421222.2024.2415770"},"language":"en","primary_location":{"id":"doi:10.1080/07421222.2024.2415770","is_oa":false,"landing_page_url":"https://doi.org/10.1080/07421222.2024.2415770","pdf_url":null,"source":{"id":"https://openalex.org/S9954729","display_name":"Journal of Management Information Systems","issn_l":"0742-1222","issn":["0742-1222","1557-928X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Management Information Systems","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/A5110096601","display_name":"Fei Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Peng","raw_affiliation_strings":["School of Management, Beijing Institute of Technology, Beijing, P. R. China"],"raw_orcid":"https://orcid.org/0000-0002-7320-2434","affiliations":[{"raw_affiliation_string":"School of Management, Beijing Institute of Technology, Beijing, P. R. China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058586675","display_name":"Dongsong Zhang","orcid":"https://orcid.org/0000-0001-5406-4681"},"institutions":[{"id":"https://openalex.org/I102149020","display_name":"University of North Carolina at Charlotte","ror":"https://ror.org/04dawnj30","country_code":"US","type":"education","lineage":["https://openalex.org/I102149020"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dongsong Zhang","raw_affiliation_strings":["Belk College of Business, University of North Carolina at Charlotte, Charlotte, NC, USA","School of Data Science, University of North Carolina at Charlotte, Charlotte, NC, USA"],"raw_orcid":"https://orcid.org/0000-0001-5406-4681","affiliations":[{"raw_affiliation_string":"Belk College of Business, University of North Carolina at Charlotte, Charlotte, NC, USA","institution_ids":["https://openalex.org/I102149020"]},{"raw_affiliation_string":"School of Data Science, University of North Carolina at Charlotte, Charlotte, NC, USA","institution_ids":["https://openalex.org/I102149020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101635549","display_name":"Zhijun Yan","orcid":"https://orcid.org/0000-0003-1727-1176"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhijun Yan","raw_affiliation_strings":["School of Management, Beijing Institute of Technology, Beijing, P. R. China"],"raw_orcid":"https://orcid.org/0000-0003-1727-1176","affiliations":[{"raw_affiliation_string":"School of Management, Beijing Institute of Technology, Beijing, P. R. China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101635549"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":1.9325,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.87134976,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"41","issue":"4","first_page":"931","last_page":"957"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T13283","display_name":"Mental Health Research Topics","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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":0.961899995803833,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9538000226020813,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/comorbidity","display_name":"Comorbidity","score":0.615547239780426},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.6107310056686401},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.46635711193084717},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45486965775489807},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3823385238647461},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3392621576786041},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.25574791431427},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.143172949552536}],"concepts":[{"id":"https://openalex.org/C2779159551","wikidata":"https://www.wikidata.org/wiki/Q1414874","display_name":"Comorbidity","level":2,"score":0.615547239780426},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.6107310056686401},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.46635711193084717},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45486965775489807},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3823385238647461},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3392621576786041},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.25574791431427},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.143172949552536},{"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:10.1080/07421222.2024.2415770","is_oa":false,"landing_page_url":"https://doi.org/10.1080/07421222.2024.2415770","pdf_url":null,"source":{"id":"https://openalex.org/S9954729","display_name":"Journal of Management Information Systems","issn_l":"0742-1222","issn":["0742-1222","1557-928X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Management Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2658593801","display_name":"\u5728\u7ebf\u533b\u7597\u670d\u52a1\u4e2d\u533b\u751f\u4e2a\u4f53\u884c\u4e3a\u548c\u56e2\u961f\u7279\u5f81\u5bf9\u7ee9\u6548\u7684\u5f71\u54cd\u673a\u5236\u7814\u7a76","funder_award_id":"71872013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4571520980","display_name":null,"funder_award_id":"72110107003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":86,"referenced_works":["https://openalex.org/W46659105","https://openalex.org/W1494890444","https://openalex.org/W2005069458","https://openalex.org/W2009718376","https://openalex.org/W2049337423","https://openalex.org/W2065454522","https://openalex.org/W2093371115","https://openalex.org/W2094680051","https://openalex.org/W2103369349","https://openalex.org/W2150845035","https://openalex.org/W2165786334","https://openalex.org/W2265705370","https://openalex.org/W2296350496","https://openalex.org/W2312556800","https://openalex.org/W2347128633","https://openalex.org/W2564725699","https://openalex.org/W2575762592","https://openalex.org/W2581853886","https://openalex.org/W2607515753","https://openalex.org/W2729161046","https://openalex.org/W2745140364","https://openalex.org/W2763619424","https://openalex.org/W2766094718","https://openalex.org/W2769003566","https://openalex.org/W2883643087","https://openalex.org/W2901375199","https://openalex.org/W2904900506","https://openalex.org/W2910561312","https://openalex.org/W2919115771","https://openalex.org/W2947379793","https://openalex.org/W2952448206","https://openalex.org/W2973005636","https://openalex.org/W2989219518","https://openalex.org/W3003417734","https://openalex.org/W3009112456","https://openalex.org/W3009734525","https://openalex.org/W3010400771","https://openalex.org/W3011325660","https://openalex.org/W3028133604","https://openalex.org/W3029721994","https://openalex.org/W3033150304","https://openalex.org/W3034689516","https://openalex.org/W3046750302","https://openalex.org/W3090179467","https://openalex.org/W3097075955","https://openalex.org/W3110216777","https://openalex.org/W3111758161","https://openalex.org/W3121102591","https://openalex.org/W3123879502","https://openalex.org/W3125526866","https://openalex.org/W3126247264","https://openalex.org/W3142519525","https://openalex.org/W3144695303","https://openalex.org/W3151685851","https://openalex.org/W3177465322","https://openalex.org/W3179452314","https://openalex.org/W3187355702","https://openalex.org/W3200240274","https://openalex.org/W3200776371","https://openalex.org/W4205967128","https://openalex.org/W4206146013","https://openalex.org/W4206254147","https://openalex.org/W4213428796","https://openalex.org/W4223571278","https://openalex.org/W4224981562","https://openalex.org/W4225289891","https://openalex.org/W4225667306","https://openalex.org/W4243236988","https://openalex.org/W4283732207","https://openalex.org/W4284964345","https://openalex.org/W4285140661","https://openalex.org/W4287643567","https://openalex.org/W4289778878","https://openalex.org/W4293012944","https://openalex.org/W4293900347","https://openalex.org/W4301347335","https://openalex.org/W4306878350","https://openalex.org/W4312576175","https://openalex.org/W4316469706","https://openalex.org/W4324155159","https://openalex.org/W4362013237","https://openalex.org/W4371785050","https://openalex.org/W4376866795","https://openalex.org/W4382797695","https://openalex.org/W4385235459","https://openalex.org/W4387562810"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W1978188354","https://openalex.org/W3141224953","https://openalex.org/W2155091457","https://openalex.org/W4240532399","https://openalex.org/W2765738011","https://openalex.org/W2157868280","https://openalex.org/W4387318495","https://openalex.org/W2002142585"],"abstract_inverted_index":{"Depression":[0],"is":[1],"a":[2,36,81],"growing":[3],"health":[4,137],"and":[5,13,70,88,94,134],"societal":[6],"problem":[7],"that":[8,86],"has":[9,21,33,57],"become":[10],"increasingly":[11],"prevalent":[12],"burdensome.":[14],"The":[15],"detection":[16,42,54,77,145],"or":[17],"diagnosis":[18],"of":[19,55,143,149],"depression":[20,41,56,69,144],"been":[22],"very":[23],"challenging,":[24],"especially":[25],"for":[26,39],"patients":[27],"with":[28,132],"other":[29,71],"comorbidities.":[30],"Digital":[31],"phenotyping":[32],"emerged":[34],"as":[35],"promising":[37],"tool":[38],"automatic":[40],"from":[43,91],"user":[44],"behavior":[45],"data":[46,90],"collected":[47],"by":[48,64,123,139],"sensors.":[49],"However,":[50],"existing":[51],"digital":[52],"phenotyping-based":[53],"not":[58],"considered":[59],"the":[60,96,105,141,147],"diagnostic":[61,97],"uncertainty":[62,98,133],"caused":[63],"similar":[65],"symptoms":[66],"shared":[67],"between":[68],"comorbidities,":[72],"which":[73],"may":[74],"negatively":[75],"affect":[76],"accuracy.":[78],"We":[79,103],"propose":[80],"novel":[82],"deep":[83],"learning":[84],"model":[85,107],"processes":[87],"fuses":[89],"multiple":[92],"sensors":[93],"addresses":[95],"based":[99],"on":[100],"evidence":[101],"theory.":[102],"evaluate":[104],"proposed":[106],"against":[108],"state-of-the-art":[109],"models":[110],"using":[111],"sensor":[112],"data.":[113],"Our":[114],"work":[115],"makes":[116],"significant":[117],"contributions":[118],"to":[119,130,135],"design":[120],"science":[121],"research":[122,138],"proposing":[124],"new":[125],"artificial":[126],"intelligence":[127],"(AI)-based":[128],"artifacts":[129],"deal":[131],"mental":[136],"improving":[140],"accuracy":[142],"in":[146],"presence":[148],"comorbidity.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}
