{"id":"https://openalex.org/W4385245297","doi":"https://doi.org/10.3390/s23146624","title":"Identifying Current Feelings of Mild and Moderate to High Depression in Young, Healthy Individuals Using Gait and Balance: An Exploratory Study","display_name":"Identifying Current Feelings of Mild and Moderate to High Depression in Young, Healthy Individuals Using Gait and Balance: An Exploratory Study","publication_year":2023,"publication_date":"2023-07-23","ids":{"openalex":"https://openalex.org/W4385245297","doi":"https://doi.org/10.3390/s23146624","pmid":"https://pubmed.ncbi.nlm.nih.gov/37514917"},"language":"en","primary_location":{"id":"doi:10.3390/s23146624","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23146624","pdf_url":"https://www.mdpi.com/1424-8220/23/14/6624/pdf?version=1690258210","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/1424-8220/23/14/6624/pdf?version=1690258210","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002049672","display_name":"Ali Boolani","orcid":"https://orcid.org/0000-0002-2261-4498"},"institutions":[{"id":"https://openalex.org/I16944753","display_name":"Clarkson University","ror":"https://ror.org/03rwgpn18","country_code":"US","type":"education","lineage":["https://openalex.org/I16944753"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ali Boolani","raw_affiliation_strings":["Honors Department, Clarkson University, Potsdam, NY 13699, USA"],"raw_orcid":"https://orcid.org/0000-0002-2261-4498","affiliations":[{"raw_affiliation_string":"Honors Department, Clarkson University, Potsdam, NY 13699, USA","institution_ids":["https://openalex.org/I16944753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006208526","display_name":"Allison H. Gruber","orcid":"https://orcid.org/0000-0002-0750-5656"},"institutions":[{"id":"https://openalex.org/I4210119109","display_name":"Indiana University Bloomington","ror":"https://ror.org/02k40bc56","country_code":"US","type":"education","lineage":["https://openalex.org/I4210119109","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Allison H. Gruber","raw_affiliation_strings":["Department of Kinesiology, Indiana University, Bloomington, IN 47405, USA","Department of Kinesiology, Indiana University, Bloomington, IN 47405, USA;"],"raw_orcid":"https://orcid.org/0000-0002-0750-5656","affiliations":[{"raw_affiliation_string":"Department of Kinesiology, Indiana University, Bloomington, IN 47405, USA","institution_ids":["https://openalex.org/I4210119109"]},{"raw_affiliation_string":"Department of Kinesiology, Indiana University, Bloomington, IN 47405, USA;","institution_ids":["https://openalex.org/I4210119109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085022717","display_name":"Ahmed Torad","orcid":"https://orcid.org/0000-0003-4170-6694"},"institutions":[{"id":"https://openalex.org/I130309236","display_name":"Kafrelsheikh University","ror":"https://ror.org/04a97mm30","country_code":"EG","type":"education","lineage":["https://openalex.org/I130309236"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed Ali Torad","raw_affiliation_strings":["Faculty of Physical Therapy, Kafrelsheik University, Kafr El Sheik 33516, Egypt","Faculty of Physical Therapy, Kafrelsheik University, Kafr El Sheik 33516, Egypt;"],"raw_orcid":"https://orcid.org/0000-0003-4170-6694","affiliations":[{"raw_affiliation_string":"Faculty of Physical Therapy, Kafrelsheik University, Kafr El Sheik 33516, Egypt","institution_ids":["https://openalex.org/I130309236"]},{"raw_affiliation_string":"Faculty of Physical Therapy, Kafrelsheik University, Kafr El Sheik 33516, Egypt;","institution_ids":["https://openalex.org/I130309236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071176584","display_name":"Andreas Stamatis","orcid":"https://orcid.org/0000-0001-9438-0558"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andreas Stamatis","raw_affiliation_strings":["Department of Health and Sport Sciences, University of Louisville, Louisville, KY 40292, USA","Department of Health and Sport Sciences, University of Louisville, Louisville, KY 40292, USA;"],"raw_orcid":"https://orcid.org/0000-0001-9438-0558","affiliations":[{"raw_affiliation_string":"Department of Health and Sport Sciences, University of Louisville, Louisville, KY 40292, USA","institution_ids":["https://openalex.org/I142740786"]},{"raw_affiliation_string":"Department of Health and Sport Sciences, University of Louisville, Louisville, KY 40292, USA;","institution_ids":["https://openalex.org/I142740786"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002049672"],"corresponding_institution_ids":["https://openalex.org/I16944753"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.2765,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82217102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"23","issue":"14","first_page":"6624","last_page":"6624"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9969000220298767,"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"}},"topics":[{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9969000220298767,"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/T10316","display_name":"Sleep and related disorders","score":0.9891999959945679,"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/T11282","display_name":"Fibromyalgia and Chronic Fatigue Syndrome Research","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/balance","display_name":"Balance (ability)","score":0.6696178317070007},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.6429996490478516},{"id":"https://openalex.org/keywords/mood","display_name":"Mood","score":0.6327357292175293},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.6291046142578125},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5140281915664673},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4611310064792633},{"id":"https://openalex.org/keywords/observational-study","display_name":"Observational study","score":0.45743826031684875},{"id":"https://openalex.org/keywords/feeling","display_name":"Feeling","score":0.4468041956424713},{"id":"https://openalex.org/keywords/balance-problems","display_name":"Balance problems","score":0.4246615171432495},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.41041356325149536},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3088536858558655},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.2933054566383362},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09934085607528687}],"concepts":[{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.6696178317070007},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.6429996490478516},{"id":"https://openalex.org/C2780733359","wikidata":"https://www.wikidata.org/wiki/Q331769","display_name":"Mood","level":2,"score":0.6327357292175293},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.6291046142578125},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5140281915664673},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4611310064792633},{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.45743826031684875},{"id":"https://openalex.org/C122980154","wikidata":"https://www.wikidata.org/wiki/Q205555","display_name":"Feeling","level":2,"score":0.4468041956424713},{"id":"https://openalex.org/C2778171261","wikidata":"https://www.wikidata.org/wiki/Q3540864","display_name":"Balance problems","level":3,"score":0.4246615171432495},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.41041356325149536},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3088536858558655},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.2933054566383362},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09934085607528687},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","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}],"mesh":[{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","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":"D003430","descriptor_name":"Cross-Sectional Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003430","descriptor_name":"Cross-Sectional Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003430","descriptor_name":"Cross-Sectional Studies","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":"D004856","descriptor_name":"Postural Balance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004856","descriptor_name":"Postural Balance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004856","descriptor_name":"Postural Balance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"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":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23146624","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23146624","pdf_url":"https://www.mdpi.com/1424-8220/23/14/6624/pdf?version=1690258210","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:37514917","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37514917","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:pubmedcentral.nih.gov:10384769","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10384769","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10384769/pdf/sensors-23-06624.pdf","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"},{"id":"pmh:oai:doaj.org/article:adce1383264547948d022bb238f9b2b7","is_oa":true,"landing_page_url":"https://doaj.org/article/adce1383264547948d022bb238f9b2b7","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 23, Iss 14, p 6624 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/14/6624/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23146624","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 23; Issue 14; Pages: 6624","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23146624","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23146624","pdf_url":"https://www.mdpi.com/1424-8220/23/14/6624/pdf?version=1690258210","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":0.5600000023841858,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385245297.pdf"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W46663288","https://openalex.org/W1695662223","https://openalex.org/W1971486864","https://openalex.org/W1971744122","https://openalex.org/W1983082418","https://openalex.org/W1996020380","https://openalex.org/W2043093227","https://openalex.org/W2054009020","https://openalex.org/W2076477046","https://openalex.org/W2079037116","https://openalex.org/W2112778345","https://openalex.org/W2117941794","https://openalex.org/W2121778399","https://openalex.org/W2125935086","https://openalex.org/W2129330384","https://openalex.org/W2129805613","https://openalex.org/W2134843796","https://openalex.org/W2139126803","https://openalex.org/W2150965030","https://openalex.org/W2162393039","https://openalex.org/W2170036349","https://openalex.org/W2314756426","https://openalex.org/W2338735671","https://openalex.org/W2553485211","https://openalex.org/W2558578069","https://openalex.org/W2579114007","https://openalex.org/W2605671917","https://openalex.org/W2606165363","https://openalex.org/W2626203448","https://openalex.org/W2798070036","https://openalex.org/W2901906577","https://openalex.org/W2912272178","https://openalex.org/W2914765137","https://openalex.org/W2919937325","https://openalex.org/W2946775517","https://openalex.org/W2988295649","https://openalex.org/W2993644972","https://openalex.org/W2999096842","https://openalex.org/W3037606937","https://openalex.org/W3120317349","https://openalex.org/W3126434523","https://openalex.org/W3129747896","https://openalex.org/W3156073374","https://openalex.org/W4213441196","https://openalex.org/W4221004440","https://openalex.org/W4221145117","https://openalex.org/W4224273209","https://openalex.org/W6601957410","https://openalex.org/W6682045307","https://openalex.org/W6736394996","https://openalex.org/W6750839495","https://openalex.org/W6758980857"],"related_works":["https://openalex.org/W2024732388","https://openalex.org/W2054644662","https://openalex.org/W3146457172","https://openalex.org/W2889161933","https://openalex.org/W4206527183","https://openalex.org/W3083677807","https://openalex.org/W3130789214","https://openalex.org/W2757020755","https://openalex.org/W2394233270","https://openalex.org/W4384702906"],"abstract_inverted_index":{"Depressive":[0],"mood":[1],"states":[2],"in":[3,13,17,35,157],"healthy":[4,19],"populations":[5],"are":[6],"prevalent":[7],"but":[8],"often":[9],"under-reported.":[10],"Biases":[11],"exist":[12],"self-reporting":[14],"of":[15,191],"depression":[16,175,198],"otherwise":[18],"individuals.":[20,202],"Gait":[21,119],"and":[22,47,84,117,120,128,139,148,151,162,184],"balance":[23,48,121,185],"control":[24],"can":[25],"serve":[26],"as":[27],"objective":[28],"markers":[29],"for":[30,81,174,193],"identifying":[31,194],"those":[32,70],"individuals,":[33],"particularly":[34],"real-world":[36],"settings.":[37],"We":[38,93],"utilized":[39,173],"inertial":[40],"measurement":[41],"units":[42],"(IMU)":[43],"to":[44,56,89,109,125,200],"measure":[45],"gait":[46,183],"control.":[49],"An":[50],"exploratory,":[51],"cross-sectional":[52],"design":[53],"was":[54,87],"used":[55,108,124],"compare":[57],"individuals":[58,195],"who":[59,71],"reported":[60],"feeling":[61],"depressed":[62],"at":[63],"the":[64,102,167],"moment":[65],"(n":[66,74],"=":[67,75],"49)":[68],"with":[69,196],"did":[72],"not":[73,135],"84).":[76],"The":[77,177],"Quality":[78],"Assessment":[79],"Tool":[80],"Observational":[82],"Cohort":[83],"Cross-sectional":[85],"Studies":[86],"employed":[88],"ensure":[90],"internal":[91],"validity.":[92],"recruited":[94],"133":[95],"participants":[96,129],"aged":[97],"between":[98,166],"18\u201336":[99],"years":[100],"from":[101],"university":[103],"community.":[104],"Various":[105],"instruments":[106],"were":[107,123,130,144,155,172],"evaluate":[110],"participants\u2019":[111],"present":[112],"depressive":[113],"symptoms,":[114],"sleep,":[115],"gait,":[116],"balance.":[118],"variables":[122],"detect":[126],"depression,":[127,138],"categorized":[131],"into":[132],"three":[133,168],"groups:":[134],"depressed,":[136],"mild":[137],"moderate\u2013high":[140,197],"depression.":[141],"Participant":[142],"characteristics":[143],"analyzed":[145],"using":[146],"ANOVA":[147],"Kruskal\u2013Wallis":[149],"tests,":[150],"no":[152],"significant":[153],"differences":[154],"found":[156],"age,":[158],"height,":[159],"weight,":[160],"BMI,":[161],"prior":[163],"night\u2019s":[164],"sleep":[165],"groups.":[169],"Classification":[170],"models":[171],"detection.":[176],"most":[178],"accurate":[179],"model":[180],"incorporated":[181],"both":[182],"variables,":[186],"yielding":[187],"an":[188],"accuracy":[189],"rate":[190],"84.91%":[192],"compared":[199],"non-depressed":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
