{"id":"https://openalex.org/W2787291155","doi":"https://doi.org/10.3233/978-1-61499-830-3-263","title":"iT2DM Project: A Framework for Secondary Use of EHR Data for High-Throughput Phenotyping in Diabetes","display_name":"iT2DM Project: A Framework for Secondary Use of EHR Data for High-Throughput Phenotyping in Diabetes","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2787291155","doi":"https://doi.org/10.3233/978-1-61499-830-3-263","mag":"2787291155","pmid":"https://pubmed.ncbi.nlm.nih.gov/29295095"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-830-3-263","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-830-3-263","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":null,"license_id":null,"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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070940507","display_name":"Yufang Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Yufang","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, Nantong, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031111419","display_name":"Yujuan Shang","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shang Yujuan","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, Nantong, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100439987","display_name":"Jie Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Jie","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, Nantong, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079859332","display_name":"Defu He","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"He Defu","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, Nantong, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040532945","display_name":"Shengrong Zhou","orcid":"https://orcid.org/0000-0002-0190-877X"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhou Shengrong","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, Nantong, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019245087","display_name":"Weixun Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhang Weixun","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, Nantong, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shi Lili","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi Lili","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, Nantong, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chen Yalan","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Yalan","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, Nantong, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiang Kui","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Kui","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, Nantong, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018794755","display_name":"Huiqun Wu","orcid":"https://orcid.org/0000-0001-5837-6199"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wu Huiqun","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, Nantong, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"last","author":{"id":null,"display_name":"Dong Jiancheng","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Jiancheng","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, Nantong, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5070940507"],"corresponding_institution_ids":["https://openalex.org/I199305430"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19649483,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"245","issue":null,"first_page":"263","last_page":"267"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9757000207901001,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9757000207901001,"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":0.9715999960899353,"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":0.9627000093460083,"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/interoperability","display_name":"Interoperability","score":0.6768249869346619},{"id":"https://openalex.org/keywords/terminology","display_name":"Terminology","score":0.5712091326713562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5406789779663086},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.49843335151672363},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4312204122543335},{"id":"https://openalex.org/keywords/archetype","display_name":"Archetype","score":0.42323732376098633},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.41606104373931885},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.24647456407546997},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.18864953517913818}],"concepts":[{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.6768249869346619},{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.5712091326713562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5406789779663086},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.49843335151672363},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4312204122543335},{"id":"https://openalex.org/C49848784","wikidata":"https://www.wikidata.org/wiki/Q131714","display_name":"Archetype","level":2,"score":0.42323732376098633},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.41606104373931885},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24647456407546997},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.18864953517913818},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003920","descriptor_name":"Diabetes Mellitus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003920","descriptor_name":"Diabetes Mellitus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003920","descriptor_name":"Diabetes Mellitus","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":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018511","descriptor_name":"Systems Integration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018511","descriptor_name":"Systems Integration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018511","descriptor_name":"Systems Integration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-830-3-263","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-830-3-263","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:29295095","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29295095","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":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3042248303","https://openalex.org/W2971731373","https://openalex.org/W2946570158","https://openalex.org/W2367903128","https://openalex.org/W2372449700","https://openalex.org/W2912650197","https://openalex.org/W2529014963","https://openalex.org/W2366000998","https://openalex.org/W3136706476","https://openalex.org/W4322709950"],"abstract_inverted_index":{"Diabetes":[0],"is":[1],"one":[2],"of":[3,34,57,118,121],"the":[4,15,30,55,82,139],"major":[5],"burdens":[6],"in":[7,37,91],"health":[8,64,84],"care,":[9],"but":[10],"could":[11,86,132,141],"be":[12,87,133,142],"controlled":[13],"if":[14],"relevant":[16],"data":[17,36,49,65,102,109],"are":[18],"well-managed.":[19],"Referring":[20],"to":[21,113],"current":[22],"successful":[23],"cases,":[24],"we":[25],"designed":[26,53],"a":[27],"framework":[28,140],"for":[29,145],"interoperability":[31],"and":[32,42,60,89,107,129],"integration":[33],"medical":[35],"compliance":[38],"with":[39,97],"both":[40],"archetype":[41],"reference":[43],"information":[44,94],"model":[45,50],"specification.":[46],"The":[47],"clinical":[48,93],"(CDM)":[51],"was":[52,72],"on":[54],"basis":[56],"OpenEHR":[58],"archetypes":[59],"self-made":[61],"patient":[62],"generated":[63],"(PGHD).":[66],"Integrating":[67],"healthcare":[68],"enterprise":[69],"(IHE)":[70],"protocol":[71],"taken":[73],"into":[74],"integrating":[75],"different":[76,92],"modality":[77],"data.":[78],"After":[79],"terminology":[80],"mapping,":[81],"personal":[83],"record":[85],"transferred":[88],"shared":[90],"vendors":[95],"complying":[96],"HL7":[98],"standards.":[99],"Many":[100],"fragment":[101],"such":[103],"as":[104,127,135],"blood":[105],"glucose":[106],"gene":[108],"were":[110,125],"also":[111],"integrated":[112],"system.":[114],"Those":[115],"patients":[116,131],"suspected":[117],"higher":[119],"risk":[120],"diabetic":[122],"retinopathy":[123],"(DR)":[124],"grouped":[126],"case":[128],"other":[130],"filtered":[134],"control":[136],"cohort.":[137],"Furthermore,":[138],"further":[143],"developed":[144],"precision":[146],"medicine.":[147]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
