{"id":"https://openalex.org/W4361295482","doi":"https://doi.org/10.1007/s00521-023-08447-7","title":"Logistic regression prediction models and key influencing factors analysis of diabetes based on algorithm design","display_name":"Logistic regression prediction models and key influencing factors analysis of diabetes based on algorithm design","publication_year":2023,"publication_date":"2023-03-29","ids":{"openalex":"https://openalex.org/W4361295482","doi":"https://doi.org/10.1007/s00521-023-08447-7"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-023-08447-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-023-08447-7","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5073771892","display_name":"Zhijian Li","orcid":"https://orcid.org/0000-0001-5976-007X"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhijian Li","raw_affiliation_strings":["Stony Brook University, Stony Brook, NY, 11794, USA"],"raw_orcid":"https://orcid.org/0000-0001-5976-007X","affiliations":[{"raw_affiliation_string":"Stony Brook University, Stony Brook, NY, 11794, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100653120","display_name":"Sulin Pang","orcid":"https://orcid.org/0000-0001-7190-2472"},"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"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Sulin Pang","raw_affiliation_strings":["Guangdong Emergency Technology Research Center of Risk Evaluation and Prewarning on Public Network Security, Guangzhou, 510632, China","School of Emergency Management/Institute of Finance Engineering, Jinan University, Guangzhou, 510632, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Emergency Technology Research Center of Risk Evaluation and Prewarning on Public Network Security, Guangzhou, 510632, China","institution_ids":[]},{"raw_affiliation_string":"School of Emergency Management/Institute of Finance Engineering, Jinan University, Guangzhou, 510632, China","institution_ids":["https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109303907","display_name":"Hongying Qu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153930","display_name":"Guangdong Provincial People's Hospital","ror":"https://ror.org/045kpgw45","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongying Qu","raw_affiliation_strings":["Guangdong Second Provincial General Hospital, Guangzhou, 510317, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Second Provincial General Hospital, Guangzhou, 510317, China","institution_ids":["https://openalex.org/I4210153930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021867281","display_name":"Wanmin Lian","orcid":"https://orcid.org/0000-0002-9278-9998"},"institutions":[{"id":"https://openalex.org/I4210153930","display_name":"Guangdong Provincial People's Hospital","ror":"https://ror.org/045kpgw45","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanmin Lian","raw_affiliation_strings":["Guangdong Second Provincial General Hospital, Guangzhou, 510317, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Second Provincial General Hospital, Guangzhou, 510317, China","institution_ids":["https://openalex.org/I4210153930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073771892","https://openalex.org/A5100653120"],"corresponding_institution_ids":["https://openalex.org/I159948400","https://openalex.org/I59553526"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.9114,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88583078,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"35","issue":"36","first_page":"25249","last_page":"25261"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9901999831199646,"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":0.9901999831199646,"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/T13522","display_name":"Cardiovascular Health and Risk Factors","score":0.9836000204086304,"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/T10027","display_name":"Diabetes, Cardiovascular Risks, and Lipoproteins","score":0.9757999777793884,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.8341200947761536},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.5876184701919556},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.5141168236732483},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4547043442726135},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43839210271835327},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4331549406051636},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.430084228515625},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.35110267996788025},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3418511152267456},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3313204348087311},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3223297595977783},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.13965442776679993}],"concepts":[{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.8341200947761536},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.5876184701919556},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5141168236732483},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4547043442726135},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43839210271835327},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4331549406051636},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.430084228515625},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.35110267996788025},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3418511152267456},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3313204348087311},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3223297595977783},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.13965442776679993}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-023-08447-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-023-08447-7","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6000000238418579}],"awards":[{"id":"https://openalex.org/G7254688904","display_name":null,"funder_award_id":"Guangzhou 2022-06-01","funder_id":"https://openalex.org/F4320336405","funder_display_name":"Special Project for Research and Development in Key areas of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320336405","display_name":"Special Project for Research and Development in Key areas of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2177115109","https://openalex.org/W2338897845","https://openalex.org/W2978742802","https://openalex.org/W3016556330","https://openalex.org/W3039583507","https://openalex.org/W3044908528","https://openalex.org/W3047106907","https://openalex.org/W3090953914","https://openalex.org/W3114383424","https://openalex.org/W3165402315","https://openalex.org/W3171673736","https://openalex.org/W3181049569","https://openalex.org/W4220862488","https://openalex.org/W4281763370","https://openalex.org/W4287009513","https://openalex.org/W4311220700","https://openalex.org/W4321455312"],"related_works":["https://openalex.org/W2129863591","https://openalex.org/W2348573424","https://openalex.org/W3080453316","https://openalex.org/W2982442175","https://openalex.org/W2003316325","https://openalex.org/W1992007649","https://openalex.org/W2134038154","https://openalex.org/W4206942858","https://openalex.org/W1596769710","https://openalex.org/W4220777870"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}