{"id":"https://openalex.org/W2016242727","doi":"https://doi.org/10.1007/s12530-013-9083-8","title":"Comparative study of existing personalized approaches for identifying important gene markers and for risk estimation in Type2 Diabetes in Italian population","display_name":"Comparative study of existing personalized approaches for identifying important gene markers and for risk estimation in Type2 Diabetes in Italian population","publication_year":2013,"publication_date":"2013-06-19","ids":{"openalex":"https://openalex.org/W2016242727","doi":"https://doi.org/10.1007/s12530-013-9083-8","mag":"2016242727"},"language":"en","primary_location":{"id":"doi:10.1007/s12530-013-9083-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-013-9083-8","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"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":"Evolving Systems","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/A5103591148","display_name":"Anju Verma","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098397","display_name":"Azienda ospedaliera \"Bianchi-Melacrino-Morelli\"","ror":"https://ror.org/00z28d984","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210098397"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Anju Verma","raw_affiliation_strings":["CTMO-Transplant Regional Center of Stem Cells and Cellular Therapy, \u201cA. Neri\u201d, Hospital \u201cMorelli\u201d of Reggio Calabria, Reggio Calabria, Italy","CTMO-Transplant Regional Center of Stem Cells and Cellular Therapy, \u201cA. Neri\u201d, Hospital \u201cMorelli\u201d of Reggio Calabria"],"affiliations":[{"raw_affiliation_string":"CTMO-Transplant Regional Center of Stem Cells and Cellular Therapy, \u201cA. Neri\u201d, Hospital \u201cMorelli\u201d of Reggio Calabria, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I4210098397"]},{"raw_affiliation_string":"CTMO-Transplant Regional Center of Stem Cells and Cellular Therapy, \u201cA. Neri\u201d, Hospital \u201cMorelli\u201d of Reggio Calabria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061425099","display_name":"Maurizio Fiasch\u00e9","orcid":"https://orcid.org/0000-0002-9253-7272"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]},{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio Fiasch\u00e9","raw_affiliation_strings":["MOX-Politecnico di Milano, Milan, Italy","University of Milan","MOX-Politecnico di Milano"],"affiliations":[{"raw_affiliation_string":"MOX-Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"University of Milan","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"MOX-Politecnico di Milano","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025721904","display_name":"Maria Cuzzola","orcid":"https://orcid.org/0000-0001-8749-5402"},"institutions":[{"id":"https://openalex.org/I4210098397","display_name":"Azienda ospedaliera \"Bianchi-Melacrino-Morelli\"","ror":"https://ror.org/00z28d984","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210098397"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Cuzzola","raw_affiliation_strings":["CTMO-Transplant Regional Center of Stem Cells and Cellular Therapy, \u201cA. Neri\u201d, Hospital \u201cMorelli\u201d of Reggio Calabria, Reggio Calabria, Italy","CTMO-Transplant Regional Center of Stem Cells and Cellular Therapy, \u201cA. Neri\u201d, Hospital \u201cMorelli\u201d of Reggio Calabria"],"affiliations":[{"raw_affiliation_string":"CTMO-Transplant Regional Center of Stem Cells and Cellular Therapy, \u201cA. Neri\u201d, Hospital \u201cMorelli\u201d of Reggio Calabria, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I4210098397"]},{"raw_affiliation_string":"CTMO-Transplant Regional Center of Stem Cells and Cellular Therapy, \u201cA. Neri\u201d, Hospital \u201cMorelli\u201d of Reggio Calabria","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076652491","display_name":"Giuseppe Irrera","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098397","display_name":"Azienda ospedaliera \"Bianchi-Melacrino-Morelli\"","ror":"https://ror.org/00z28d984","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210098397"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Irrera","raw_affiliation_strings":["CTMO-Transplant Regional Center of Stem Cells and Cellular Therapy, \u201cA. Neri\u201d, Hospital \u201cMorelli\u201d of Reggio Calabria, Reggio Calabria, Italy","CTMO-Transplant Regional Center of Stem Cells and Cellular Therapy, \u201cA. Neri\u201d, Hospital \u201cMorelli\u201d of Reggio Calabria"],"affiliations":[{"raw_affiliation_string":"CTMO-Transplant Regional Center of Stem Cells and Cellular Therapy, \u201cA. Neri\u201d, Hospital \u201cMorelli\u201d of Reggio Calabria, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I4210098397"]},{"raw_affiliation_string":"CTMO-Transplant Regional Center of Stem Cells and Cellular Therapy, \u201cA. Neri\u201d, Hospital \u201cMorelli\u201d of Reggio Calabria","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103591148"],"corresponding_institution_ids":["https://openalex.org/I4210098397"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.07008987,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"6","issue":"1","first_page":"15","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9333000183105469,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9333000183105469,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9211000204086304,"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/T12964","display_name":"Diet, Metabolism, and Disease","score":0.9110999703407288,"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/inference","display_name":"Inference","score":0.6562793254852295},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6217555403709412},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5777273178100586},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5717189311981201},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"Personalized medicine","score":0.5290692448616028},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5219742059707642},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4881778359413147},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4314412474632263},{"id":"https://openalex.org/keywords/fuzzy-inference","display_name":"Fuzzy inference","score":0.4143715500831604},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3888609707355499},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3708241879940033},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.33750033378601074},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.33518677949905396},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2672380208969116},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.197068452835083},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.1903136670589447},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.15593042969703674},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.10892584919929504},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08113023638725281}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6562793254852295},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6217555403709412},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5777273178100586},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5717189311981201},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.5290692448616028},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5219742059707642},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4881778359413147},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4314412474632263},{"id":"https://openalex.org/C2986395286","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference","level":5,"score":0.4143715500831604},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3888609707355499},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3708241879940033},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.33750033378601074},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.33518677949905396},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2672380208969116},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.197068452835083},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.1903136670589447},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.15593042969703674},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.10892584919929504},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08113023638725281},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s12530-013-9083-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-013-9083-8","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"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":"Evolving Systems","raw_type":"journal-article"},{"id":"pmh:oai:re.public.polimi.it:11311/973475","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/973475","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.75,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W80680352","https://openalex.org/W188445981","https://openalex.org/W1531558679","https://openalex.org/W1569136316","https://openalex.org/W1971574914","https://openalex.org/W1977822083","https://openalex.org/W1994361436","https://openalex.org/W2020267609","https://openalex.org/W2025848452","https://openalex.org/W2028212562","https://openalex.org/W2031484324","https://openalex.org/W2034099719","https://openalex.org/W2068412200","https://openalex.org/W2073211589","https://openalex.org/W2076103039","https://openalex.org/W2079325629","https://openalex.org/W2103556204","https://openalex.org/W2105671288","https://openalex.org/W2107277218","https://openalex.org/W2108479359","https://openalex.org/W2134646525","https://openalex.org/W2147059387","https://openalex.org/W2163949492","https://openalex.org/W2170679550","https://openalex.org/W2186789753","https://openalex.org/W2373189977","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W4230846333","https://openalex.org/W4251258743","https://openalex.org/W4252161020"],"related_works":["https://openalex.org/W2055243143","https://openalex.org/W2531653299","https://openalex.org/W4232007288","https://openalex.org/W2140069467","https://openalex.org/W2918889792","https://openalex.org/W4214667009","https://openalex.org/W2543429362","https://openalex.org/W2387263357","https://openalex.org/W3108880533","https://openalex.org/W2936654249"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
