{"id":"https://openalex.org/W3036106146","doi":"https://doi.org/10.3233/shti200451","title":"Risk Factors for Chronic Diabetes Patients","display_name":"Risk Factors for Chronic Diabetes Patients","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3036106146","doi":"https://doi.org/10.3233/shti200451","mag":"3036106146","pmid":"https://pubmed.ncbi.nlm.nih.gov/32570668"},"language":"en","primary_location":{"id":"doi:10.3233/shti200451","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200451","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"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":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/shti200451","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008248773","display_name":"Oleg Metzker","orcid":null},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Metzker Oleg","raw_affiliation_strings":["ITMO University, Saint Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"ITMO University, Saint Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076857439","display_name":"Kirill Magoev","orcid":null},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Magoev Kirill","raw_affiliation_strings":["ITMO University, Saint Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"ITMO University, Saint Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081912440","display_name":"S. N. Yanishevskiy","orcid":"https://orcid.org/0000-0002-6484-286X"},"institutions":[{"id":"https://openalex.org/I3018698992","display_name":"Federal Almazov North-West Medical Research Centre","ror":"https://ror.org/03qepc107","country_code":"RU","type":"facility","lineage":["https://openalex.org/I3018698992"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Yanishevskiy Stanislav","raw_affiliation_strings":["Almazov National Medical Research Centre, Saint Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"Almazov National Medical Research Centre, Saint Petersburg, Russia","institution_ids":["https://openalex.org/I3018698992"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yakovlev Alexey","orcid":null},"institutions":[{"id":"https://openalex.org/I3018698992","display_name":"Federal Almazov North-West Medical Research Centre","ror":"https://ror.org/03qepc107","country_code":"RU","type":"facility","lineage":["https://openalex.org/I3018698992"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Yakovlev Alexey","raw_affiliation_strings":["Almazov National Medical Research Centre, Saint Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"Almazov National Medical Research Centre, Saint Petersburg, Russia","institution_ids":["https://openalex.org/I3018698992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013024367","display_name":"Georgy Kopanitsa","orcid":"https://orcid.org/0000-0002-6231-8036"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Kopanitsa Georgy","raw_affiliation_strings":["ITMO University, Saint Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"ITMO University, Saint Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5008248773"],"corresponding_institution_ids":["https://openalex.org/I173089394"],"apc_list":null,"apc_paid":null,"fwci":4.0999,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.94238227,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"270","issue":null,"first_page":"1379","last_page":"1380"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10793","display_name":"Diabetes Management and Education","score":0.5453000068664551,"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"}},"topics":[{"id":"https://openalex.org/T10793","display_name":"Diabetes Management and Education","score":0.5453000068664551,"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/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.6557124257087708},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4671318829059601},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3472534418106079},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.3401648998260498},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.10408329963684082}],"concepts":[{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.6557124257087708},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4671318829059601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3472534418106079},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.3401648998260498},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.10408329963684082}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002908","descriptor_name":"Chronic Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002908","descriptor_name":"Chronic Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002908","descriptor_name":"Chronic Disease","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003929","descriptor_name":"Diabetic Neuropathies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003929","descriptor_name":"Diabetic Neuropathies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003929","descriptor_name":"Diabetic Neuropathies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009460","descriptor_name":"Neurologic Examination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009460","descriptor_name":"Neurologic Examination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009460","descriptor_name":"Neurologic Examination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti200451","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200451","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"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":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:32570668","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32570668","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti200451","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200451","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"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":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166"],"abstract_inverted_index":{"Specific":[0],"predictive":[1],"models":[2],"for":[3,10,23],"diabetes":[4],"polyneuropathy":[5],"based":[6],"on":[7],"screening":[8],"methods,":[9],"example":[11],"Nerve":[12],"conduction":[13],"studies":[14],"(NCS),":[15],"can":[16],"reach":[17],"up":[18,61],"to":[19,59,62],"AUC":[20,73],"65.8-84.7":[21],"%":[22],"the":[24,54,75],"conditional":[25],"diagnosis":[26],"of":[27],"DPN":[28],"in":[29],"primary":[30],"care.":[31],"Prediction":[32],"methods":[33,57],"that":[34,53],"utilize":[35],"data":[36],"from":[37],"personal":[38],"health":[39],"records":[40],"deal":[41],"with":[42,46],"large":[43],"non-specific":[44],"datasets":[45],"different":[47],"prediction":[48],"methods.":[49],"It":[50],"was":[51],"demonstrated":[52],"machine":[55],"learning":[56],"allow":[58],"achieve":[60],"0.7982":[63],"precision,":[64],"0.8152":[65],"recall,":[66],"0.8064":[67],"f1-score,":[68],"0.8261":[69],"accuracy,":[70],"and":[71],"0.8988":[72],"using":[74],"neural":[76],"network":[77],"classifier.":[78]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
