{"id":"https://openalex.org/W3091573788","doi":"https://doi.org/10.3233/jcm-204654","title":"Diabetes prediction model based on deep belief network","display_name":"Diabetes prediction model based on deep belief network","publication_year":2020,"publication_date":"2020-10-02","ids":{"openalex":"https://openalex.org/W3091573788","doi":"https://doi.org/10.3233/jcm-204654","mag":"3091573788"},"language":"en","primary_location":{"id":"doi:10.3233/jcm-204654","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-204654","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","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/A5075768765","display_name":"Liying Lang","orcid":null},"institutions":[{"id":"https://openalex.org/I106079672","display_name":"Hebei University of Engineering","ror":"https://ror.org/036h65h05","country_code":"CN","type":"education","lineage":["https://openalex.org/I106079672"]},{"id":"https://openalex.org/I184843921","display_name":"Hebei University of Technology","ror":"https://ror.org/018hded08","country_code":"CN","type":"education","lineage":["https://openalex.org/I184843921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li-Ying Lang","raw_affiliation_strings":["Hebei University of Engineering, Handan, Hebei 056038, China","Hebei University of Technology, Tianjin 300401, China"],"affiliations":[{"raw_affiliation_string":"Hebei University of Engineering, Handan, Hebei 056038, China","institution_ids":["https://openalex.org/I106079672"]},{"raw_affiliation_string":"Hebei University of Technology, Tianjin 300401, China","institution_ids":["https://openalex.org/I184843921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101501752","display_name":"Gao Zheng","orcid":"https://orcid.org/0009-0003-4405-2654"},"institutions":[{"id":"https://openalex.org/I106079672","display_name":"Hebei University of Engineering","ror":"https://ror.org/036h65h05","country_code":"CN","type":"education","lineage":["https://openalex.org/I106079672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Gao","raw_affiliation_strings":["School of Information and Electrical Engineering, Hebei University of Engineering, Handan, Hebei 056038, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hebei University of Engineering, Handan, Hebei 056038, China","institution_ids":["https://openalex.org/I106079672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103016362","display_name":"Xue-Guang Wang","orcid":"https://orcid.org/0000-0003-2729-4371"},"institutions":[{"id":"https://openalex.org/I106079672","display_name":"Hebei University of Engineering","ror":"https://ror.org/036h65h05","country_code":"CN","type":"education","lineage":["https://openalex.org/I106079672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xue-Guang Wang","raw_affiliation_strings":["School of Information and Electrical Engineering, Hebei University of Engineering, Handan, Hebei 056038, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hebei University of Engineering, Handan, Hebei 056038, China","institution_ids":["https://openalex.org/I106079672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058413620","display_name":"Hui Zhao","orcid":"https://orcid.org/0000-0003-3683-4077"},"institutions":[{"id":"https://openalex.org/I106079672","display_name":"Hebei University of Engineering","ror":"https://ror.org/036h65h05","country_code":"CN","type":"education","lineage":["https://openalex.org/I106079672"]},{"id":"https://openalex.org/I3133012915","display_name":"University of the Cordilleras","ror":"https://ror.org/02eg6d927","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133012915"]}],"countries":["CN","PH"],"is_corresponding":false,"raw_author_name":"Hui Zhao","raw_affiliation_strings":["College of Teacher Education, University of the Cordilleras, Baguio City 2600, Philippines","School of Information and Electrical Engineering, Hebei University of Engineering, Handan, Hebei 056038, China"],"affiliations":[{"raw_affiliation_string":"College of Teacher Education, University of the Cordilleras, Baguio City 2600, Philippines","institution_ids":["https://openalex.org/I3133012915"]},{"raw_affiliation_string":"School of Information and Electrical Engineering, Hebei University of Engineering, Handan, Hebei 056038, China","institution_ids":["https://openalex.org/I106079672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100430706","display_name":"Yanping Zhang","orcid":"https://orcid.org/0000-0002-6048-8891"},"institutions":[{"id":"https://openalex.org/I106079672","display_name":"Hebei University of Engineering","ror":"https://ror.org/036h65h05","country_code":"CN","type":"education","lineage":["https://openalex.org/I106079672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan-Ping Zhang","raw_affiliation_strings":["School of Information and Electrical Engineering, Hebei University of Engineering, Handan, Hebei 056038, China","School of Mathematics and Physics, Hebei University of Engineering, Handan, Hebei 056038, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hebei University of Engineering, Handan, Hebei 056038, China","institution_ids":["https://openalex.org/I106079672"]},{"raw_affiliation_string":"School of Mathematics and Physics, Hebei University of Engineering, Handan, Hebei 056038, China","institution_ids":["https://openalex.org/I106079672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113889217","display_name":"Sheng-Juan Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I106079672","display_name":"Hebei University of Engineering","ror":"https://ror.org/036h65h05","country_code":"CN","type":"education","lineage":["https://openalex.org/I106079672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng-Juan Sun","raw_affiliation_strings":["School of Information and Electrical Engineering, Hebei University of Engineering, Handan, Hebei 056038, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hebei University of Engineering, Handan, Hebei 056038, China","institution_ids":["https://openalex.org/I106079672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100724509","display_name":"Yongjian Zhang","orcid":"https://orcid.org/0000-0002-4975-452X"},"institutions":[{"id":"https://openalex.org/I106079672","display_name":"Hebei University of Engineering","ror":"https://ror.org/036h65h05","country_code":"CN","type":"education","lineage":["https://openalex.org/I106079672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong-Jian Zhang","raw_affiliation_strings":["School of Information and Electrical Engineering, Hebei University of Engineering, Handan, Hebei 056038, China","School of Mathematics and Physics, Hebei University of Engineering, Handan, Hebei 056038, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Electrical Engineering, Hebei University of Engineering, Handan, Hebei 056038, China","institution_ids":["https://openalex.org/I106079672"]},{"raw_affiliation_string":"School of Mathematics and Physics, Hebei University of Engineering, Handan, Hebei 056038, China","institution_ids":["https://openalex.org/I106079672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078483369","display_name":"Ramir S. Austria","orcid":null},"institutions":[{"id":"https://openalex.org/I3133012915","display_name":"University of the Cordilleras","ror":"https://ror.org/02eg6d927","country_code":"PH","type":"education","lineage":["https://openalex.org/I3133012915"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Ramir S. Austria","raw_affiliation_strings":["College of Teacher Education, University of the Cordilleras, Baguio City 2600, Philippines"],"affiliations":[{"raw_affiliation_string":"College of Teacher Education, University of the Cordilleras, Baguio City 2600, Philippines","institution_ids":["https://openalex.org/I3133012915"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5103016362"],"corresponding_institution_ids":["https://openalex.org/I106079672"],"apc_list":null,"apc_paid":null,"fwci":0.2939,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72418577,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"21","issue":"4","first_page":"817","last_page":"828"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9995999932289124,"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":0.9995999932289124,"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"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9707000255584717,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9435999989509583,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-belief-network","display_name":"Deep belief network","score":0.8024672865867615},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.693079948425293},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6889703273773193},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6758780479431152},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.6494587659835815},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.643936276435852},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5370840430259705},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.3945159912109375},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3615225851535797},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3582988977432251}],"concepts":[{"id":"https://openalex.org/C97385483","wikidata":"https://www.wikidata.org/wiki/Q16954980","display_name":"Deep belief network","level":3,"score":0.8024672865867615},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.693079948425293},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6889703273773193},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6758780479431152},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6494587659835815},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.643936276435852},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5370840430259705},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3945159912109375},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3615225851535797},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3582988977432251}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jcm-204654","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-204654","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.699999988079071,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2012212591","https://openalex.org/W2025647920","https://openalex.org/W2187980362","https://openalex.org/W2210850121","https://openalex.org/W2328176404","https://openalex.org/W2374666066","https://openalex.org/W2385548606","https://openalex.org/W2386062142","https://openalex.org/W2413953970","https://openalex.org/W2807027008","https://openalex.org/W2911458701","https://openalex.org/W2969756003","https://openalex.org/W6711007470"],"related_works":["https://openalex.org/W2585432886","https://openalex.org/W2165991108","https://openalex.org/W3082895349","https://openalex.org/W2565516711","https://openalex.org/W3004069267","https://openalex.org/W4327774331","https://openalex.org/W3136021864","https://openalex.org/W2572334665","https://openalex.org/W2248239756","https://openalex.org/W3040832198"],"abstract_inverted_index":{"Diabetes":[0],"is":[1,42,79,86],"a":[2,82,106,114,125],"disease":[3],"that":[4,81],"seriously":[5],"endangers":[6],"human":[7],"health.":[8],"Early":[9],"detection":[10],"and":[11,20,31,64,69,71,92,118],"early":[12],"treatment":[13],"can":[14,25],"reduce":[15],"the":[16,28,36,46,55,66,73,100,120],"likelihood":[17],"of":[18,48,124],"complications":[19],"mortality.":[21],"The":[22,96],"predictive":[23],"model":[24,72,97],"effectively":[26],"solve":[27],"above":[29],"problems":[30],"provide":[32],"helpful":[33],"information":[34],"for":[35],"clinic.":[37],"Based":[38],"on":[39],"this,":[40],"it":[41],"proposed":[43],"to":[44,113],"apply":[45],"idea":[47],"integrated":[49,101],"algorithm":[50],"in":[51,109],"DBN":[52,84,116,127],"algorithm,":[53],"collect":[54],"hospital":[56],"data":[57,75],"by":[58,99],"investigating":[59],"its":[60],"related":[61],"factors,":[62],"clean":[63],"process":[65],"collected":[67],"data,":[68],"sample":[70],"processed":[74],"multiple":[76],"times.":[77],"It":[78],"shown":[80],"single":[83,115,126],"classifier":[85],"better":[87],"than":[88],"support":[89],"vector":[90],"machine":[91],"logistic":[93],"regression":[94],"algorithm.":[95],"established":[98],"deep":[102],"confidence":[103],"network":[104],"has":[105],"significant":[107],"improvement":[108],"classification":[110,122],"accuracy":[111],"compared":[112],"classifier,":[117],"solves":[119],"unstable":[121],"effect":[123],"classifier.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}