{"id":"https://openalex.org/W4320730657","doi":"https://doi.org/10.3390/info14020119","title":"FuseLGNet: Fusion of Local and Global Information for Detection of Parkinson\u2019s Disease","display_name":"FuseLGNet: Fusion of Local and Global Information for Detection of Parkinson\u2019s Disease","publication_year":2023,"publication_date":"2023-02-13","ids":{"openalex":"https://openalex.org/W4320730657","doi":"https://doi.org/10.3390/info14020119"},"language":"en","primary_location":{"id":"doi:10.3390/info14020119","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info14020119","pdf_url":"https://www.mdpi.com/2078-2489/14/2/119/pdf?version=1677028025","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"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":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/14/2/119/pdf?version=1677028025","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100423307","display_name":"Ming Chen","orcid":"https://orcid.org/0000-0003-2797-5564"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Chen","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","Institute of Ubiquitous Networks and Urban Computing, Qingdao University, Qingdao 266071, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","institution_ids":[]},{"raw_affiliation_string":"Institute of Ubiquitous Networks and Urban Computing, Qingdao University, Qingdao 266071, China","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101796076","display_name":"Tao Ren","orcid":"https://orcid.org/0000-0002-8862-797X"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Ren","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","Institute of Ubiquitous Networks and Urban Computing, Qingdao University, Qingdao 266071, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","institution_ids":[]},{"raw_affiliation_string":"Institute of Ubiquitous Networks and Urban Computing, Qingdao University, Qingdao 266071, China","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046892904","display_name":"Pihai Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]},{"id":"https://openalex.org/I4210150385","display_name":"Innovation Team (China)","ror":"https://ror.org/04ttbbx73","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210150385"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pihai Sun","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","Turing Innovation Team, Qingdao University, Qingdao 266071, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","institution_ids":[]},{"raw_affiliation_string":"Turing Innovation Team, Qingdao University, Qingdao 266071, China","institution_ids":["https://openalex.org/I4210150385","https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110076290","display_name":"Jianfei Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210150385","display_name":"Innovation Team (China)","ror":"https://ror.org/04ttbbx73","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210150385"]},{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianfei Wu","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","Turing Innovation Team, Qingdao University, Qingdao 266071, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","institution_ids":[]},{"raw_affiliation_string":"Turing Innovation Team, Qingdao University, Qingdao 266071, China","institution_ids":["https://openalex.org/I4210150385","https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100407229","display_name":"Jinfeng Zhang","orcid":"https://orcid.org/0000-0002-1899-888X"},"institutions":[{"id":"https://openalex.org/I4210150385","display_name":"Innovation Team (China)","ror":"https://ror.org/04ttbbx73","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210150385"]},{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinfeng Zhang","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","Turing Innovation Team, Qingdao University, Qingdao 266071, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","institution_ids":[]},{"raw_affiliation_string":"Turing Innovation Team, Qingdao University, Qingdao 266071, China","institution_ids":["https://openalex.org/I4210150385","https://openalex.org/I108688024"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077224988","display_name":"Aite Zhao","orcid":"https://orcid.org/0000-0003-3494-175X"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Aite Zhao","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","Institute of Ubiquitous Networks and Urban Computing, Qingdao University, Qingdao 266071, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","institution_ids":[]},{"raw_affiliation_string":"Institute of Ubiquitous Networks and Urban Computing, Qingdao University, Qingdao 266071, China","institution_ids":["https://openalex.org/I108688024"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5077224988"],"corresponding_institution_ids":["https://openalex.org/I108688024"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.675,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.63542373,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"14","issue":"2","first_page":"119","last_page":"119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9918000102043152,"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":0.9918000102043152,"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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9803000092506409,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T10863","display_name":"Voice and Speech Disorders","score":0.9513000249862671,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/feature","display_name":"Feature (linguistics)","score":0.5733266472816467},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.560838520526886},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.533285915851593},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4971766769886017},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4727669060230255},{"id":"https://openalex.org/keywords/extractor","display_name":"Extractor","score":0.4668368101119995},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.42340517044067383},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3520490527153015},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33032330870628357},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.13699862360954285},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11097916960716248}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5733266472816467},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.560838520526886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.533285915851593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4971766769886017},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4727669060230255},{"id":"https://openalex.org/C117978034","wikidata":"https://www.wikidata.org/wiki/Q5422192","display_name":"Extractor","level":2,"score":0.4668368101119995},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.42340517044067383},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3520490527153015},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33032330870628357},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.13699862360954285},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11097916960716248},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/info14020119","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info14020119","pdf_url":"https://www.mdpi.com/2078-2489/14/2/119/pdf?version=1677028025","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"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":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e7e82f589ea34a718ab97d6dab0650da","is_oa":true,"landing_page_url":"https://doaj.org/article/e7e82f589ea34a718ab97d6dab0650da","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 14, Iss 2, p 119 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/14/2/119/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/info14020119","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":"Information","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info14020119","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info14020119","pdf_url":"https://www.mdpi.com/2078-2489/14/2/119/pdf?version=1677028025","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"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":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2531016160","display_name":null,"funder_award_id":"ZR2021QF084","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G2618668243","display_name":null,"funder_award_id":"62106117","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4199438810","display_name":null,"funder_award_id":"2022M711741","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4320730657.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W2066825169","https://openalex.org/W2150641484","https://openalex.org/W2545698454","https://openalex.org/W2618530766","https://openalex.org/W2737388773","https://openalex.org/W2765693785","https://openalex.org/W2794295133","https://openalex.org/W2896244440","https://openalex.org/W2947314437","https://openalex.org/W2981665155","https://openalex.org/W3003958915","https://openalex.org/W3121614540","https://openalex.org/W3128882859","https://openalex.org/W3133566102","https://openalex.org/W3176186894","https://openalex.org/W3182305291","https://openalex.org/W3201162533","https://openalex.org/W3202251322","https://openalex.org/W3206550301","https://openalex.org/W3215509581","https://openalex.org/W4205996475","https://openalex.org/W4224216517","https://openalex.org/W4225145979","https://openalex.org/W4226288807","https://openalex.org/W4283074083","https://openalex.org/W4283167368","https://openalex.org/W4285288510","https://openalex.org/W4288514417","https://openalex.org/W4297380734","https://openalex.org/W4307157274","https://openalex.org/W4309915219","https://openalex.org/W6677736480","https://openalex.org/W6763336175","https://openalex.org/W6847343811"],"related_works":["https://openalex.org/W2601157893","https://openalex.org/W2373006798","https://openalex.org/W2131735617","https://openalex.org/W2056912418","https://openalex.org/W2033213769","https://openalex.org/W4312376745","https://openalex.org/W2136016640","https://openalex.org/W2049538278","https://openalex.org/W2886173746","https://openalex.org/W4200043248"],"abstract_inverted_index":{"In":[0,77],"the":[1,5,16,19,53,110,159],"past":[2],"few":[3],"years,":[4],"assessment":[6],"of":[7,34,60,162],"Parkinson\u2019s":[8,25],"disease":[9,26],"(PD)":[10],"has":[11,139],"mainly":[12],"been":[13],"based":[14],"on":[15,128],"clinician\u2019s":[17],"examination,":[18],"patient\u2019s":[20],"medical":[21],"history,":[22],"and":[23,42,57,69,74,97,119,126,151],"self-report.":[24],"may":[27],"be":[28],"misdiagnosed":[29],"due":[30],"to":[31,46,52,65,90],"a":[32,48,82,98,140],"lack":[33],"clinical":[35],"experience.":[36],"Moreover,":[37],"it":[38,62],"is":[39,43,63,114,124],"highly":[40],"subjective":[41],"not":[44],"conducive":[45],"reflecting":[47],"true":[49],"result.":[50],"Due":[51],"high":[54],"incidence":[55],"rate":[56],"increasing":[58],"trend":[59],"PD,":[61],"significant":[64],"use":[66],"objective":[67],"monitoring":[68],"diagnostic":[70],"tools":[71],"for":[72,158],"accurate":[73],"timely":[75],"diagnosis.":[76],"this":[78],"paper,":[79],"we":[80],"designed":[81],"low-level":[83],"feature":[84,100],"extractor":[85,101],"that":[86,102,136],"uses":[87],"convolutional":[88],"layers":[89],"extract":[91],"local":[92,118],"information":[93,105],"about":[94,106],"an":[95,107],"image":[96,108],"high-level":[99],"extracts":[103],"global":[104,120],"through":[109],"autofocus":[111],"mechanism.":[112],"PD":[113],"detected":[115],"by":[116],"fusing":[117],"information.":[121],"The":[122],"model":[123,138],"trained":[125],"evaluated":[127],"two":[129],"publicly":[130],"available":[131],"datasets.":[132],"Experiments":[133],"have":[134,147],"shown":[135],"our":[137],"strong":[141],"advantage":[142],"in":[143],"diagnosing":[144],"whether":[145],"people":[146],"PD;":[148],"gait-based":[149],"analysis":[150],"recognition":[152],"can":[153],"also":[154],"provide":[155],"effective":[156],"evidence":[157],"early":[160],"diagnosis":[161],"PD.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
