{"id":"https://openalex.org/W4281750093","doi":"https://doi.org/10.3390/s22114174","title":"Depressed Mood Prediction of Elderly People with a Wearable Band","display_name":"Depressed Mood Prediction of Elderly People with a Wearable Band","publication_year":2022,"publication_date":"2022-05-31","ids":{"openalex":"https://openalex.org/W4281750093","doi":"https://doi.org/10.3390/s22114174","pmid":"https://pubmed.ncbi.nlm.nih.gov/35684797"},"language":"en","primary_location":{"id":"doi:10.3390/s22114174","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22114174","pdf_url":"https://www.mdpi.com/1424-8220/22/11/4174/pdf?version=1653986643","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/1424-8220/22/11/4174/pdf?version=1653986643","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011833256","display_name":"Jinyoung Choi","orcid":"https://orcid.org/0000-0002-9717-5389"},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinyoung Choi","raw_affiliation_strings":["Department of Computer Engineering, Chungnam National University, Daejeon 34134, Korea"],"raw_orcid":"https://orcid.org/0000-0002-9717-5389","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Chungnam National University, Daejeon 34134, Korea","institution_ids":["https://openalex.org/I196345858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100734092","display_name":"Soo\u2010Min Lee","orcid":"https://orcid.org/0000-0002-0336-3857"},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soomin Lee","raw_affiliation_strings":["Department of Computer Engineering, Chungnam National University, Daejeon 34134, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Chungnam National University, Daejeon 34134, Korea","institution_ids":["https://openalex.org/I196345858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101751912","display_name":"Seonyoung Kim","orcid":"https://orcid.org/0000-0003-1567-9901"},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seonyoung Kim","raw_affiliation_strings":["Department of Computer Engineering, Chungnam National University, Daejeon 34134, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Chungnam National University, Daejeon 34134, Korea","institution_ids":["https://openalex.org/I196345858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100747075","display_name":"Dongil Kim","orcid":"https://orcid.org/0000-0001-7425-7579"},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongil Kim","raw_affiliation_strings":["Department of Computer Engineering, Chungnam National University, Daejeon 34134, Korea"],"raw_orcid":"https://orcid.org/0000-0001-7425-7579","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Chungnam National University, Daejeon 34134, Korea","institution_ids":["https://openalex.org/I196345858"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037418978","display_name":"Hyungshin Kim","orcid":"https://orcid.org/0000-0001-9615-1644"},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hyungshin Kim","raw_affiliation_strings":["Department of Computer Engineering, Chungnam National University, Daejeon 34134, Korea"],"raw_orcid":"https://orcid.org/0000-0001-9615-1644","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Chungnam National University, Daejeon 34134, Korea","institution_ids":["https://openalex.org/I196345858"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5037418978"],"corresponding_institution_ids":["https://openalex.org/I196345858"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":4.356,"has_fulltext":true,"cited_by_count":39,"citation_normalized_percentile":{"value":0.95502363,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"22","issue":"11","first_page":"4174","last_page":"4174"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9955999851226807,"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"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9955999851226807,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9828000068664551,"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/T13283","display_name":"Mental Health Research Topics","score":0.9677000045776367,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mood","display_name":"Mood","score":0.74665367603302},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.740480899810791},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.6801906824111938},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.641406774520874},{"id":"https://openalex.org/keywords/activities-of-daily-living","display_name":"Activities of daily living","score":0.4582383632659912},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4576314091682434},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.45224887132644653},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.42768731713294983},{"id":"https://openalex.org/keywords/gerontology","display_name":"Gerontology","score":0.36604583263397217},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35751649737358093},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.35207515954971313},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.25970423221588135},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.12451231479644775}],"concepts":[{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.74665367603302},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.740480899810791},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.6801906824111938},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.641406774520874},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.4582383632659912},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4576314091682434},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.45224887132644653},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.42768731713294983},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.36604583263397217},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35751649737358093},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.35207515954971313},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.25970423221588135},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.12451231479644775},{"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/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","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}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000203","descriptor_name":"Activities of Daily Living","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000203","descriptor_name":"Activities of Daily Living","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000203","descriptor_name":"Activities of Daily Living","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000339","descriptor_name":"Affect","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000339","descriptor_name":"Affect","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000339","descriptor_name":"Affect","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003863","descriptor_name":"Depression","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003863","descriptor_name":"Depression","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003863","descriptor_name":"Depression","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"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":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22114174","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22114174","pdf_url":"https://www.mdpi.com/1424-8220/22/11/4174/pdf?version=1653986643","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:35684797","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35684797","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:1f6f429317334a7ea075aa11cffd3d7c","is_oa":true,"landing_page_url":"https://doaj.org/article/1f6f429317334a7ea075aa11cffd3d7c","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":"Sensors, Vol 22, Iss 11, p 4174 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/11/4174/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22114174","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 11; Pages: 4174","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9185362","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9185362","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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/s22114174","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22114174","pdf_url":"https://www.mdpi.com/1424-8220/22/11/4174/pdf?version=1653986643","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":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[{"id":"https://openalex.org/G2817018515","display_name":null,"funder_award_id":"P0006710","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G5904960414","display_name":null,"funder_award_id":"P0006710","funder_id":"https://openalex.org/F4320321204","funder_display_name":"Chungnam National University"},{"id":"https://openalex.org/G8565790493","display_name":null,"funder_award_id":"P0006710","funder_id":"https://openalex.org/F4320322064","funder_display_name":"Korea Institute for Advancement of Technology"}],"funders":[{"id":"https://openalex.org/F4320321204","display_name":"Chungnam National University","ror":"https://ror.org/0227as991"},{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322064","display_name":"Korea Institute for Advancement of Technology","ror":"https://ror.org/015w1qa96"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281750093.pdf","grobid_xml":"https://content.openalex.org/works/W4281750093.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1544359545","https://openalex.org/W1894490285","https://openalex.org/W1981918735","https://openalex.org/W1995650654","https://openalex.org/W2010708932","https://openalex.org/W2051937529","https://openalex.org/W2062941858","https://openalex.org/W2072833030","https://openalex.org/W2132322340","https://openalex.org/W2133589238","https://openalex.org/W2149341999","https://openalex.org/W2156567116","https://openalex.org/W2161532375","https://openalex.org/W2163928333","https://openalex.org/W2529733363","https://openalex.org/W2530305026","https://openalex.org/W2530431529","https://openalex.org/W2563836857","https://openalex.org/W2622494415","https://openalex.org/W2738199199","https://openalex.org/W2783973457","https://openalex.org/W2787556368","https://openalex.org/W2789283869","https://openalex.org/W2794997027","https://openalex.org/W2803008851","https://openalex.org/W2889056793","https://openalex.org/W2921658163","https://openalex.org/W2929279935","https://openalex.org/W2936297554","https://openalex.org/W2963826257","https://openalex.org/W2981182836","https://openalex.org/W2995697736","https://openalex.org/W3005436344","https://openalex.org/W3044726639","https://openalex.org/W3046959539","https://openalex.org/W3094590938","https://openalex.org/W3111758161","https://openalex.org/W3113219508","https://openalex.org/W3126710441","https://openalex.org/W3183239414","https://openalex.org/W3206583365","https://openalex.org/W4205949698","https://openalex.org/W4247665917","https://openalex.org/W4298441315","https://openalex.org/W6652917812","https://openalex.org/W6749645170"],"related_works":["https://openalex.org/W2162179674","https://openalex.org/W2469114971","https://openalex.org/W2103080533","https://openalex.org/W2020886087","https://openalex.org/W3090300519","https://openalex.org/W2225804142","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749"],"abstract_inverted_index":{"Depression":[0,83],"in":[1,179],"the":[2,10,14,56,93,125,137,155,158,216],"elderly":[3,18,62,81,106,231],"is":[4,52,149],"an":[5,180,186,224],"important":[6],"social":[7,24],"issue":[8],"considering":[9],"population":[11],"aging":[12],"of":[13,59,66,96,177,189,218],"world.":[15],"In":[16,191],"particular,":[17],"living":[19],"alone":[20],"who":[21],"has":[22,85,173,214],"narrowed":[23],"relationship":[25],"due":[26],"to":[27,34,44,54,89,151],"bereavement":[28],"and":[29,118],"retirement":[30],"are":[31,141,164],"more":[32],"prone":[33],"be":[35,41,90,152],"depressed.":[36],"Long-term":[37],"depressed":[38,57,130,201],"mood":[39,58,131,202],"can":[40,199],"a":[42,48,73,109,129,174,220],"precursor":[43],"eventual":[45],"depression":[46,99,226],"as":[47,92,154,223],"disease.":[49],"Our":[50,212],"goal":[51],"how":[53],"predict":[55],"single":[60,104],"household":[61,105],"from":[63,108,136,208],"unobtrusive":[64,225],"monitoring":[65,80,227],"their":[67],"daily":[68,116,210],"life.":[69],"We":[70],"have":[71,195],"selected":[72],"wearable":[74,113,221],"band":[75,114,222],"with":[76,98,205],"multiple":[77],"sensors":[78],"for":[79,121,143,157,167,230],"people.":[82,232],"questionnaire":[84],"been":[86],"surveyed":[87],"periodically":[88],"used":[91,153],"labels.":[94],"Instead":[95],"working":[97],"patients,":[100],"we":[101,127,194,198],"recruited":[102],"14":[103],"people":[107],"nearby":[110],"community.":[111],"The":[112,170],"provided":[115],"activity":[117],"biometric":[119],"data":[120,140,206],"71":[122],"days.":[123],"From":[124],"data,":[126],"generate":[128,200],"prediction":[132,203],"model.":[133,182],"Multiple":[134],"features":[135],"collected":[138,207],"sensor":[139,228],"exploited":[142],"model":[144,148,160,168,172],"generation.":[145],"One":[146],"general":[147,171],"generated":[150,166],"baseline":[156],"initial":[159],"deployment.":[161],"Personal":[162],"models":[163,184,204],"also":[165],"refinement.":[169],"high":[175],"recall":[176,188],"80%":[178],"MLP":[181],"Individual":[183],"achieved":[185],"average":[187],"82.7%.":[190],"this":[192],"study,":[193],"demonstrated":[196],"that":[197],"real":[209],"living.":[211],"work":[213],"shown":[215],"feasibility":[217],"using":[219],"even":[229]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
