{"id":"https://openalex.org/W4414892467","doi":"https://doi.org/10.1007/978-3-032-06665-7_16","title":"Diabetes Disease Using Deep Learning Classification in ANN","display_name":"Diabetes Disease Using Deep Learning Classification in ANN","publication_year":2025,"publication_date":"2025-10-07","ids":{"openalex":"https://openalex.org/W4414892467","doi":"https://doi.org/10.1007/978-3-032-06665-7_16"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-06665-7_16","doi":"https://doi.org/10.1007/978-3-032-06665-7_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-06665-7_16","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4414892072","display_name":"ICT Systems and Sustainability"},"type":"conference-paper","is_traditional":true,"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/A5010272235","display_name":"Kamini Solanki","orcid":"https://orcid.org/0009-0004-5680-0370","observed_orcids":["https://orcid.org/0009-0004-5680-0370"]},"institutions":[{"id":"https://openalex.org/I33459947","display_name":"Charotar University of Science and Technology","ror":"https://ror.org/0442pkv24","country_code":"IN","type":"education","lineage":["https://openalex.org/I33459947"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kamini Solanki","raw_affiliation_strings":["Charotar University of Science and Technology, Anand, Gujrat, 388421, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Charotar University of Science and Technology, Anand, Gujrat, 388421, India","institution_ids":["https://openalex.org/I33459947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014054119","display_name":"Rahul Vaghela","orcid":"https://orcid.org/0000-0001-7995-8737","observed_orcids":["https://orcid.org/0000-0001-7995-8737"]},"institutions":[{"id":"https://openalex.org/I4405274074","display_name":"Silver Oak University","ror":"https://ror.org/0113dje58","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405274074"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rahul Vaghela","raw_affiliation_strings":["Silver Oak University, Ahmedabad, Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Silver Oak University, Ahmedabad, Gujarat, India","institution_ids":["https://openalex.org/I4405274074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113180410","display_name":"Jay Panchal","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I33459947","display_name":"Charotar University of Science and Technology","ror":"https://ror.org/0442pkv24","country_code":"IN","type":"education","lineage":["https://openalex.org/I33459947"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jay Panchal","raw_affiliation_strings":["Charotar University of Science and Technology, Anand, Gujrat, 388421, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Charotar University of Science and Technology, Anand, Gujrat, 388421, India","institution_ids":["https://openalex.org/I33459947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092065508","display_name":"Anjali Mahavar","orcid":"https://orcid.org/0000-0002-5768-7726","observed_orcids":["https://orcid.org/0000-0002-5768-7726"]},"institutions":[{"id":"https://openalex.org/I33459947","display_name":"Charotar University of Science and Technology","ror":"https://ror.org/0442pkv24","country_code":"IN","type":"education","lineage":["https://openalex.org/I33459947"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anjali Mahavar","raw_affiliation_strings":["Charotar University of Science and Technology, Anand, Gujrat, 388421, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Charotar University of Science and Technology, Anand, Gujrat, 388421, India","institution_ids":["https://openalex.org/I33459947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053400349","display_name":"Jaimin Navinchandra Undavia","orcid":"https://orcid.org/0000-0002-6854-3904","observed_orcids":["https://orcid.org/0000-0002-6854-3904"]},"institutions":[{"id":"https://openalex.org/I33459947","display_name":"Charotar University of Science and Technology","ror":"https://ror.org/0442pkv24","country_code":"IN","type":"education","lineage":["https://openalex.org/I33459947"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jaimin Undavia","raw_affiliation_strings":["Charotar University of Science and Technology, Anand, Gujrat, 388421, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Charotar University of Science and Technology, Anand, Gujrat, 388421, India","institution_ids":["https://openalex.org/I33459947"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048287767","display_name":"Nilay M. Vaidya","orcid":"https://orcid.org/0000-0001-6543-3198","observed_orcids":["https://orcid.org/0000-0001-6543-3198"]},"institutions":[{"id":"https://openalex.org/I33459947","display_name":"Charotar University of Science and Technology","ror":"https://ror.org/0442pkv24","country_code":"IN","type":"education","lineage":["https://openalex.org/I33459947"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nilay Vaidya","raw_affiliation_strings":["Charotar University of Science and Technology, Anand, Gujrat, 388421, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Charotar University of Science and Technology, Anand, Gujrat, 388421, India","institution_ids":["https://openalex.org/I33459947"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014054119"],"corresponding_institution_ids":["https://openalex.org/I4405274074"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"173","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9955999851226807,"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":0.9955999851226807,"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/T11140","display_name":"Natural Antidiabetic Agents Studies","score":0.00039999998989515007,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/diabetes-mellitus","display_name":"diabetes mellitus","score":0.8569999933242798},{"id":"https://openalex.org/keywords/type-1-diabetes","display_name":"type 1 diabetes","score":0.9850000143051147},{"id":"https://openalex.org/keywords/type-2-diabetes","display_name":"type 2 diabetes","score":1.0},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.7870000004768372},{"id":"https://openalex.org/keywords/disease-classification","display_name":"disease classification","score":0.628000020980835},{"id":"https://openalex.org/keywords/early-diagnosis","display_name":"early diagnosis","score":0.8159999847412109},{"id":"https://openalex.org/keywords/blood-glucose","display_name":"blood glucose","score":0.6759999990463257},{"id":"https://openalex.org/keywords/insulin","display_name":"insulin","score":0.4390000104904175}],"concepts":[{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.7763000130653381},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7498999834060669},{"id":"https://openalex.org/C2777180221","wikidata":"https://www.wikidata.org/wiki/Q3025883","display_name":"Type 2 diabetes","level":3,"score":0.6952999830245972},{"id":"https://openalex.org/C2780485761","wikidata":"https://www.wikidata.org/wiki/Q275157","display_name":"Blood sugar","level":3,"score":0.6298999786376953},{"id":"https://openalex.org/C2779306644","wikidata":"https://www.wikidata.org/wiki/Q2002370","display_name":"Insulin","level":2,"score":0.6266999840736389},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5339999794960022},{"id":"https://openalex.org/C2781232474","wikidata":"https://www.wikidata.org/wiki/Q124407","display_name":"Type 1 diabetes","level":3,"score":0.4564000070095062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39169999957084656},{"id":"https://openalex.org/C8891405","wikidata":"https://www.wikidata.org/wiki/Q1059","display_name":"Immune system","level":2,"score":0.34689998626708984},{"id":"https://openalex.org/C2910068830","wikidata":"https://www.wikidata.org/wiki/Q3025883","display_name":"Type 2 Diabetes Mellitus","level":3,"score":0.33899998664855957},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3314000070095062},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.31630000472068787},{"id":"https://openalex.org/C2778188105","wikidata":"https://www.wikidata.org/wiki/Q769220","display_name":"Tingling","level":2,"score":0.25940001010894775}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-06665-7_16","doi":"https://doi.org/10.1007/978-3-032-06665-7_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-06665-7_16","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9391000270843506,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W316696310","https://openalex.org/W1185893181","https://openalex.org/W2012316318","https://openalex.org/W2026841079","https://openalex.org/W2094675826","https://openalex.org/W2095901165","https://openalex.org/W2139897147","https://openalex.org/W2242109922","https://openalex.org/W3037704361","https://openalex.org/W3128129546","https://openalex.org/W4390905608","https://openalex.org/W4391985392","https://openalex.org/W4396563877","https://openalex.org/W4396639787"],"related_works":["https://openalex.org/W7167204950","https://openalex.org/W7119487374","https://openalex.org/W4285073097","https://openalex.org/W4229067968","https://openalex.org/W4353048101","https://openalex.org/W4408861567","https://openalex.org/W4401072140","https://openalex.org/W2946682339","https://openalex.org/W4366987498","https://openalex.org/W4394974778"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}