{"id":"https://openalex.org/W2993644972","doi":"https://doi.org/10.1109/access.2019.2957179","title":"Depression Prevalence in Postgraduate Students and Its Association With Gait Abnormality","display_name":"Depression Prevalence in Postgraduate Students and Its Association With Gait Abnormality","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2993644972","doi":"https://doi.org/10.1109/access.2019.2957179","mag":"2993644972"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2957179","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2957179","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08918399.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08918399.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101654117","display_name":"Jing Fang","orcid":"https://orcid.org/0000-0002-2792-7477"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Fang","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453507","display_name":"Tao Wang","orcid":"https://orcid.org/0000-0002-3038-0097"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Wang","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University, Gansu, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Gansu, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020372882","display_name":"Cancheng Li","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cancheng Li","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University, Gansu, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Gansu, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007941489","display_name":"Xiping Hu","orcid":"https://orcid.org/0000-0002-4952-699X"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiping Hu","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University, Gansu, China","Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University, Gansu, China","institution_ids":["https://openalex.org/I76214153"]},{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077317339","display_name":"Edith C.\u2010H. Ngai","orcid":"https://orcid.org/0000-0002-3454-8731"},"institutions":[{"id":"https://openalex.org/I123387679","display_name":"Uppsala University","ror":"https://ror.org/048a87296","country_code":"SE","type":"education","lineage":["https://openalex.org/I123387679"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Edith Ngai","raw_affiliation_strings":["Department of Information Technology, Uppsala University, Uppsala, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Uppsala University, Uppsala, Sweden","institution_ids":["https://openalex.org/I123387679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059132031","display_name":"Boon\u2010Chong Seet","orcid":"https://orcid.org/0000-0002-9511-7521"},"institutions":[{"id":"https://openalex.org/I39854758","display_name":"Auckland University of Technology","ror":"https://ror.org/01zvqw119","country_code":"NZ","type":"education","lineage":["https://openalex.org/I39854758"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Boon-Chong Seet","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Auckland University of Technology, Auckland, New Zealand"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Auckland University of Technology, Auckland, New Zealand","institution_ids":["https://openalex.org/I39854758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101705358","display_name":"Jun Cheng","orcid":"https://orcid.org/0000-0002-3131-3275"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Cheng","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101753105","display_name":"Yi Guo","orcid":"https://orcid.org/0000-0002-2614-6118"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]},{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]},{"id":"https://openalex.org/I4210143430","display_name":"Southern Medical University Shenzhen Hospital","ror":"https://ror.org/037c01n91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210143430"]},{"id":"https://openalex.org/I4210164332","display_name":"Shenzhen Second People's Hospital","ror":"https://ror.org/05c74bq69","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210164332"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Guo","raw_affiliation_strings":["Department of Neurology, Shenzhen People\u2019s Hospital, Second Clinical Medical College of Jinan University, First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, China","Department of Neurology, Shenzhen People's Hospital, Second Clinical Medical College of Jinan University, First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Shenzhen People\u2019s Hospital, Second Clinical Medical College of Jinan University, First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105","https://openalex.org/I4210143430","https://openalex.org/I4210164332"]},{"raw_affiliation_string":"Department of Neurology, Shenzhen People's Hospital, Second Clinical Medical College of Jinan University, First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105","https://openalex.org/I159948400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021073698","display_name":"Xin Jiang","orcid":"https://orcid.org/0000-0003-2670-3188"},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]},{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Jiang","raw_affiliation_strings":["Department of Geriatrics, Shenzhen People\u2019s Hospital, Second Clinical Medical College of Jinan University, First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, China","Department of Geriatrics, Shenzhen People's Hospital, Second Clinical Medical College of Jinan University, First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Department of Geriatrics, Shenzhen People\u2019s Hospital, Second Clinical Medical College of Jinan University, First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105","https://openalex.org/I159948400"]},{"raw_affiliation_string":"Department of Geriatrics, Shenzhen People's Hospital, Second Clinical Medical College of Jinan University, First Affiliated Hospital of Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105","https://openalex.org/I159948400"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5101654117"],"corresponding_institution_ids":["https://openalex.org/I4210145761"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.5823,"has_fulltext":true,"cited_by_count":58,"citation_normalized_percentile":{"value":0.89647435,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"174425","last_page":"174437"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9797999858856201,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9797999858856201,"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9605000019073486,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11282","display_name":"Fibromyalgia and Chronic Fatigue Syndrome Research","score":0.916700005531311,"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/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.6643218994140625},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.6569194793701172},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.6475353240966797},{"id":"https://openalex.org/keywords/stride","display_name":"STRIDE","score":0.6038380861282349},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.596502423286438},{"id":"https://openalex.org/keywords/abnormality","display_name":"Abnormality","score":0.5569390058517456},{"id":"https://openalex.org/keywords/kinematics","display_name":"Kinematics","score":0.5191584825515747},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4769008159637451},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.4759347438812256},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.4457314610481262},{"id":"https://openalex.org/keywords/swing","display_name":"Swing","score":0.41758596897125244},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.39961349964141846},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39907705783843994},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37356534600257874},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3631264567375183},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.28839176893234253},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.16721636056900024},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09010565280914307}],"concepts":[{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.6643218994140625},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.6569194793701172},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.6475353240966797},{"id":"https://openalex.org/C18007350","wikidata":"https://www.wikidata.org/wiki/Q7394815","display_name":"STRIDE","level":2,"score":0.6038380861282349},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.596502423286438},{"id":"https://openalex.org/C50965678","wikidata":"https://www.wikidata.org/wiki/Q2724302","display_name":"Abnormality","level":2,"score":0.5569390058517456},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.5191584825515747},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4769008159637451},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.4759347438812256},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.4457314610481262},{"id":"https://openalex.org/C65655974","wikidata":"https://www.wikidata.org/wiki/Q14867674","display_name":"Swing","level":2,"score":0.41758596897125244},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.39961349964141846},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39907705783843994},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37356534600257874},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3631264567375183},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.28839176893234253},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.16721636056900024},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09010565280914307},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/access.2019.2957179","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2957179","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08918399.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:/ir.lzu.edu.cn/:262010/417106","is_oa":true,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/417106","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article (JA)"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/401874","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/401874","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":"","raw_type":"Journal article (JA)"},{"id":"pmh:oai:DiVA.org:uu-406214","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-406214","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article in journal"},{"id":"pmh:oai:doaj.org/article:3181af1bbe2941a991bf78fb543deebb","is_oa":true,"landing_page_url":"https://doaj.org/article/3181af1bbe2941a991bf78fb543deebb","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 174425-174437 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2957179","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2957179","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08918399.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1023919524","display_name":null,"funder_award_id":", Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1561263780","display_name":null,"funder_award_id":"61632014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1942031031","display_name":null,"funder_award_id":"6121001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1961506110","display_name":null,"funder_award_id":"00001","funder_id":"https://openalex.org/F4320325902","funder_display_name":"Beijing Municipal Science and Technology Commission"},{"id":"https://openalex.org/G2010386442","display_name":null,"funder_award_id":"201704","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2978943334","display_name":null,"funder_award_id":"117005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2981938667","display_name":null,"funder_award_id":"Shenzhen","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3028228589","display_name":null,"funder_award_id":"61402211","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3246799608","display_name":null,"funder_award_id":"61210010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3632975512","display_name":null,"funder_award_id":"01170","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4545754438","display_name":null,"funder_award_id":"Z171100000117005","funder_id":"https://openalex.org/F4320325902","funder_display_name":"Beijing Municipal Science and Technology Commission"},{"id":"https://openalex.org/G4713543433","display_name":null,"funder_award_id":"61402","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5169273313","display_name":null,"funder_award_id":"Z1711000001","funder_id":"https://openalex.org/F4320325902","funder_display_name":"Beijing Municipal Science and Technology Commission"},{"id":"https://openalex.org/G5616351183","display_name":null,"funder_award_id":"00000","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5644764193","display_name":null,"funder_award_id":"17005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G571790110","display_name":null,"funder_award_id":"61632014","funder_id":"https://openalex.org/F4320325902","funder_display_name":"Beijing Municipal Science and Technology Commission"},{"id":"https://openalex.org/G5749531554","display_name":null,"funder_award_id":"61802159","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6425941655","display_name":null,"funder_award_id":"61772508","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7843846069","display_name":null,"funder_award_id":"61210010","funder_id":"https://openalex.org/F4320325902","funder_display_name":"Beijing Municipal Science and Technology Commission"},{"id":"https://openalex.org/G7938953399","display_name":null,"funder_award_id":"20170413","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8769998179","display_name":null,"funder_award_id":"Z171100000117005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320313889","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322766","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21"},{"id":"https://openalex.org/F4320325902","display_name":"Beijing Municipal Science and Technology Commission","ror":null},{"id":"https://openalex.org/F4320336036","display_name":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2993644972.pdf","grobid_xml":"https://content.openalex.org/works/W2993644972.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W108543551","https://openalex.org/W204854131","https://openalex.org/W273955616","https://openalex.org/W623540751","https://openalex.org/W1484777458","https://openalex.org/W1965306520","https://openalex.org/W1969547130","https://openalex.org/W1971148014","https://openalex.org/W1974409357","https://openalex.org/W1982358807","https://openalex.org/W1983027864","https://openalex.org/W1983082418","https://openalex.org/W1988682236","https://openalex.org/W1989814676","https://openalex.org/W1997712569","https://openalex.org/W1999397138","https://openalex.org/W2018988971","https://openalex.org/W2019238871","https://openalex.org/W2035976745","https://openalex.org/W2043705607","https://openalex.org/W2050591596","https://openalex.org/W2059527510","https://openalex.org/W2061585911","https://openalex.org/W2068998439","https://openalex.org/W2069002413","https://openalex.org/W2075105655","https://openalex.org/W2083113971","https://openalex.org/W2103011877","https://openalex.org/W2104544532","https://openalex.org/W2112937282","https://openalex.org/W2122884666","https://openalex.org/W2132322340","https://openalex.org/W2147295937","https://openalex.org/W2153635508","https://openalex.org/W2153915892","https://openalex.org/W2158485497","https://openalex.org/W2166822947","https://openalex.org/W2170332928","https://openalex.org/W2269437205","https://openalex.org/W2278497469","https://openalex.org/W2483187579","https://openalex.org/W2531169641","https://openalex.org/W2560243781","https://openalex.org/W2570412145","https://openalex.org/W2583941031","https://openalex.org/W2742148605","https://openalex.org/W2749455101","https://openalex.org/W2792175211","https://openalex.org/W2848421704","https://openalex.org/W2912087117","https://openalex.org/W2946775517","https://openalex.org/W2953058100","https://openalex.org/W4213385690","https://openalex.org/W4289285775","https://openalex.org/W4302878928","https://openalex.org/W6604456239","https://openalex.org/W6610017368","https://openalex.org/W6728581821","https://openalex.org/W6756492390"],"related_works":["https://openalex.org/W2360051520","https://openalex.org/W2798244654","https://openalex.org/W3168108534","https://openalex.org/W34871393","https://openalex.org/W4206135463","https://openalex.org/W2347597433","https://openalex.org/W1486689224","https://openalex.org/W2094697992","https://openalex.org/W4229574949","https://openalex.org/W2368813785"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"an":[3],"increasing":[4],"number":[5],"of":[6,16,30,46,145],"university":[7,32],"students":[8,34],"are":[9,63],"found":[10,64],"to":[11,56,98,119,173],"be":[12,138,153],"at":[13],"high":[14],"risk":[15],"depression.":[17,38],"Through":[18],"a":[19,114,130,142,148],"large":[20],"scale":[21],"depression":[22,53,122,174],"screening,":[23],"this":[24],"paper":[25],"finds":[26],"that":[27,127,164],"around":[28],"6.5%":[29],"the":[31,43,90,134,159],"postgraduate":[33],"in":[35,65,121],"China":[36],"experience":[37],"We":[39],"then":[40],"investigate":[41],"whether":[42,107],"gait":[44,59,71,109],"patterns":[45],"these":[47,96],"individuals":[48],"have":[49],"already":[50,152],"changed":[51],"as":[52,74,113],"is":[54],"suggested":[55],"associate":[57],"with":[58,100,141],"abnormality.":[60],"Significant":[61],"differences":[62],"several":[66],"spatiotemporal,":[67],"kinematic":[68],"and":[69,86,92,116,168],"postural":[70],"parameters":[72,157],"such":[73],"walking":[75],"speed,":[76],"stride":[77],"length,":[78],"head":[79,82],"movement,":[80],"vertical":[81],"posture,":[83],"arm":[84],"swing,":[85],"body":[87,161,166],"sway,":[88],"between":[89],"depressed":[91],"non-depressed":[93],"groups.":[94],"Applying":[95],"features":[97],"classifiers":[99],"different":[101],"machine":[102],"learning":[103],"algorithms,":[104],"we":[105],"examine":[106],"natural":[108],"analysis":[110],"may":[111],"serve":[112],"convenient":[115],"objective":[117],"tool":[118],"assist":[120],"recognition.":[123],"The":[124],"results":[125],"show":[126],"when":[128],"using":[129,156],"random":[131],"forest":[132],"classifier,":[133],"two":[135],"groups":[136],"can":[137,151,170],"classified":[139],"automatically":[140],"maximum":[143],"accuracy":[144,150],"91.58%.":[146],"Furthermore,":[147],"reasonable":[149],"achieved":[154],"by":[155],"from":[158],"upper":[160,165],"alone,":[162],"indicating":[163],"postures":[167],"movements":[169],"effectively":[171],"contribute":[172],"analysis.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}