{"id":"https://openalex.org/W4367278010","doi":"https://doi.org/10.1504/ijcsm.2023.10055861","title":"VGBNet: a disease diagnosis model based on local and global information fusion","display_name":"VGBNet: a disease diagnosis model based on local and global information fusion","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4367278010","doi":"https://doi.org/10.1504/ijcsm.2023.10055861"},"language":"en","primary_location":{"id":"doi:10.1504/ijcsm.2023.10055861","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijcsm.2023.10055861","pdf_url":null,"source":{"id":"https://openalex.org/S84141356","display_name":"International Journal of Computing Science and Mathematics","issn_l":"1752-5055","issn":["1752-5055","1752-5063"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computing Science and Mathematics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100397906","display_name":"Xia Wang","orcid":"https://orcid.org/0000-0002-3050-8177"},"institutions":[{"id":"https://openalex.org/I4210114785","display_name":"Gansu Provincial Hospital","ror":"https://ror.org/02axars19","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210114785"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xia Wang","raw_affiliation_strings":["Department of Pharmacy, Gansu Provincial Hospital, Lanzhou, 730000, China"],"affiliations":[{"raw_affiliation_string":"Department of Pharmacy, Gansu Provincial Hospital, Lanzhou, 730000, China","institution_ids":["https://openalex.org/I4210114785"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110919423","display_name":"Hai Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114785","display_name":"Gansu Provincial Hospital","ror":"https://ror.org/02axars19","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210114785"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Jia","raw_affiliation_strings":["Department of Pharmacy, Gansu Provincial Hospital, Lanzhou, 730000, China"],"affiliations":[{"raw_affiliation_string":"Department of Pharmacy, Gansu Provincial Hospital, Lanzhou, 730000, China","institution_ids":["https://openalex.org/I4210114785"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017384189","display_name":"Manfu Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Manfu Ma","raw_affiliation_strings":["College of Computer Science and Engineering, Northwest Normal University, Lanzhou, 730070, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northwest Normal University, Lanzhou, 730070, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100355511","display_name":"Yong Li","orcid":"https://orcid.org/0009-0003-7697-2738"},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Li","raw_affiliation_strings":["College of Computer Science and Engineering, Northwest Normal University, Lanzhou, 730070, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northwest Normal University, Lanzhou, 730070, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100381999","display_name":"Qiang Zhang","orcid":"https://orcid.org/0000-0003-3776-9799"},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Zhang","raw_affiliation_strings":["College of Computer Science and Engineering, Northwest Normal University, Lanzhou, 730070, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northwest Normal University, Lanzhou, 730070, China","institution_ids":["https://openalex.org/I68986083"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100709188","display_name":"Xinyu Zhao","orcid":"https://orcid.org/0009-0004-0879-4850"},"institutions":[{"id":"https://openalex.org/I68986083","display_name":"Northwest Normal University","ror":"https://ror.org/00gx3j908","country_code":"CN","type":"education","lineage":["https://openalex.org/I68986083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Zhao","raw_affiliation_strings":["College of Computer Science and Engineering, Northwest Normal University, Lanzhou, 730070, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Northwest Normal University, Lanzhou, 730070, China","institution_ids":["https://openalex.org/I68986083"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100397906"],"corresponding_institution_ids":["https://openalex.org/I4210114785"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06456831,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"2","first_page":"107","last_page":"107"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8111000061035156,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.8111000061035156,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6469476222991943},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4768841564655304},{"id":"https://openalex.org/keywords/information-fusion","display_name":"Information fusion","score":0.4248526096343994},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29176557064056396}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6469476222991943},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4768841564655304},{"id":"https://openalex.org/C2982962833","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information fusion","level":2,"score":0.4248526096343994},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29176557064056396},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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":1,"locations":[{"id":"doi:10.1504/ijcsm.2023.10055861","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijcsm.2023.10055861","pdf_url":null,"source":{"id":"https://openalex.org/S84141356","display_name":"International Journal of Computing Science and Mathematics","issn_l":"1752-5055","issn":["1752-5055","1752-5063"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computing Science and Mathematics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1993611110","https://openalex.org/W2389567229","https://openalex.org/W2025225600","https://openalex.org/W2622036455","https://openalex.org/W1992380313","https://openalex.org/W2355579697","https://openalex.org/W2383643928","https://openalex.org/W2378959589","https://openalex.org/W1984419942","https://openalex.org/W2388612579"],"abstract_inverted_index":{"There":[0],"are":[1],"significant":[2],"differences":[3],"in":[4,13],"the":[5,14,22,38,46,54,59,77,124,127,142],"data":[6,78],"volume":[7],"of":[8,11,41,71,113,118,138],"different":[9],"types":[10],"diseases":[12],"electronic":[15],"medical":[16,42],"record":[17],"(EMR)":[18],"data.":[19],"In":[20,62],"addition,":[21],"mainstream":[23],"auxiliary":[24,144],"diagnosis":[25,110],"and":[26,44,57,105,111,134],"prediction":[27,112],"models":[28],"have":[29],"two":[30],"shortcomings.":[31],"They":[32],"either":[33],"only":[34,50],"pay":[35,51],"attention":[36,52],"to":[37,53,64,75,86,102,108,141],"local":[39,60,104],"features":[40,56,107],"records":[43],"ignore":[45,58],"global":[47,55,88,106],"features,":[48,89],"or":[49],"features.":[61],"response":[63],"these":[65],"problems,":[66],"we":[67],"propose":[68],"a":[69,92,97],"method":[70],"fusion":[72],"random":[73],"resampling":[74],"balance":[76],"set,":[79],"Using":[80],"graph":[81],"convolutional":[82],"neural":[83],"network":[84,95],"(GCN)":[85],"extract":[87],"combined":[90],"with":[91,123],"bidirectional":[93],"self-attention":[94],"(BERT),":[96],"VGBNet":[98,128],"model":[99,129],"is":[100,137],"proposed":[101],"link":[103],"achieve":[109],"diseases.":[114],"A":[115],"large":[116],"number":[117],"experiments":[119],"show":[120],"that":[121],"compared":[122],"state-of-the-art":[125],"models,":[126],"has":[130],"improved":[131],"F1":[132],"value":[133],"accuracy.":[135],"This":[136],"great":[139],"significance":[140],"precise":[143],"diagnosis.":[145]},"counts_by_year":[],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}
