{“id”:“https://openalex.org/W3006544352“,”doi“:”https://doi.org/10.1093/jamia/ocaa005“,”title“:“大型稀疏电子健康记录数据中的时态模式挖掘:表征儿童哮喘的案例研究”,”display_name“:”大型稀疏电子卫生记录数据中时态模式的挖掘:表征小儿哮喘的案例研究“,”publication_year“:2020,”publitation_date“:”2020-02-12“,”ids“:{”openalex“:”https://openalex.org/W3006544352“,”doi“:”https://doi.org/10.1093/jamia/ocaa005“,”mag“:”3006544352“,”pmid“:”https://pubmed.ncbi.nlm.nih.gov/32049282“,”pmcid“:”https://www.ncbi.nlm.nih.gov/pmc/articles/7075539“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1093/jamia/ocaa005,“pdf_url”:https://academic.oup.com/jamia/article-pdf/27/4/558/34152815/ocaa005.pdf,“源”:{“id”:https://openalex.org/S129839026“,”display_name“:”美国医学信息学协会杂志“,”issn_l“:”1067-5027“,”isn“:[”1067-5017“,”1527-974X“],”is_oa“:false,”is_ in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310311648“,”“host_organization_name”:“牛津大学出版社”,“host_ordanization_lineage”:[“https://openalex.org/P4310311647","https://openalex.org/P4310311648“],”host_organization_lineage_names“:[”牛津大学“,”牛津大学出版社“],“type”:“journal”},“license”:“cc-by-nc”,“licence_id”:“https://openalex.org/licenses/cc-by-nc“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”type“:”article“,”type_crossref“:“journal-article”,”indexed_in“:[”crossref“],”open_access“:{”is_oa“:true,”oa_status“:”hybrid“,”oa_url“:”https://academic.oup.com/jamia/article-pdf/27/4/558/34152815/ocaa005.pdf“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”first“,”author“:{”id“:”https://openalex.org/A5052791860“,”display_name“:”Ewan Campbell“,”orcid“:”https://orcid.org/0000-0002-4665-3117“},”机构“:[{”id“:”https://openalex.org/I72816309“,”display_name“:”德雷塞尔大学“,”ror“:”https://ror.org/04bdffz58“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I72816309“]},{”id“:”https://openalex.org/I1335321130“,”display_name“:”费城儿童医院“,”ror“:”https://ror.org/01z7r7q48“,”country_code“:“美国”,”type“:”healthcare“,”seriance“:[”https://openalex.org/I1335321130“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Elizabeth A Campbell“,”raw _ afiliation_strings“:[“美国宾夕法尼亚州费城儿童医院生物医学与健康信息科”,”美国宾夕法尼亚州费城德雷克塞尔大学计算与信息学院信息科学系“],“affiliations”:[{“raw_affiliation_string”:“美国宾夕法尼亚州费城德雷克塞尔大学计算和信息学院信息学系”,“institution_ids”:[“https://openalex.org/I72816309“]},{”raw_affiliation_string“:”美国宾夕法尼亚州费城市费城儿童医院生物医学与健康信息科“,”institution_ids“:[”https://openalex.org/I1335321130“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5084934211“,”display_name“:”Ellen J.Bass“,”orcid“:”https://orcid.org/0000-0001-7553-0004“},”机构“:[{”id“:”https://openalex.org/I72816309“,”display_name“:”德雷塞尔大学“,”ror“:”https://ror.org/04bdffz58“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I72816309“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Ellen J Bass“,”raw _ afiliation_strings“:[“美国宾夕法尼亚州费城护理与健康职业学院卫生系统与科学研究系”,“美国宾夕法尼亚州费城德雷克塞尔大学计算与信息学院信息科学系“],“affiliations”:[{“raw_affiliation_string”:“美国宾夕法尼亚州费城德雷克塞尔大学计算和信息学院信息学系”,“institution_ids”:[“https://openalex.org/I72816309“]},{”raw_affiliation_string“:”美国宾夕法尼亚州费城护理与健康职业学院健康系统与科学研究系“,”institution_ids“:[]}]}“,{“author_position”:“last”,“author”:{“id”:“https://openalex.org/A5053822814“,”display_name“:”Aaron J.Masino“,”orcid“:”https://orcid.org/0000-0002-2684-0548“},”机构“:[{”id“:”https://openalex.org/I72816309“,”display_name“:”德雷塞尔大学“,”ror“:”https://ror.org/04bdffz58“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I72816309“]},{”id“:”https://openalex.org/I79576946“,”display_name“:”宾夕法尼亚大学“,”ror“:”https://ror.org/00b30xv10“,”country_code“:”US“,”type“:“教育”,”世系“:[”https://openalex.org/I79576946“]}],”国家“:[”美国“],”is_corresponding“:true,”raw_author_name“:”Aaron J Masino“,”raw _affiliation_strings“:[“美国宾夕法尼亚州费城佩雷尔曼大学医学院麻醉与危重症护理系”,“美国宾夕法尼亚州费城德雷塞尔大学计算与信息学院信息科学系,“附属机构”:[{“raw_affiation_string”:“美国宾夕法尼亚州费城德雷塞尔大学计算与信息学院信息科学系”,“institute_ids”:[”https://openalex.org/I72816309“]},{”raw_affiliation_string“:”美国宾夕法尼亚州费城宾夕法尼亚大学佩雷尔曼医学院麻醉与危重症护理系“,”institution_ids“:[”https://openalex.org/I79576946“]}]}],”countries_disticont_count“:1,”institutions_disticent_count”:3,”corresponding_author_ids“:[”https://openalex.org/A5053822814“],”对应的机构ID“:[”https://openalex.org/I72816309","https://openalex.org/I79576946“],”apc_list“:{”value“:3967,”currency“:”USD“,”value_USD“:3968,”provenance“:”doaj“},”apc _payed“:”{“value”:3967 90,“max”:91},“biblio”:{“volume”:“27”,“issue”:“4”,“first_page”:“558”,“last_page“:”566“},”is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T10538“,”“display_name”:“数据挖掘技术与应用”,“score”:0.9989,“subfield”:{“id”:“https://openalex.org/subfields/s710“,”display_name“:”Information Systems“},”field“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T10538“,”“display_name”:“数据挖掘技术与应用”,“score”:0.9989,“subfield”:{“id”:“https://openalex.org/subfields/s710“,”display_name“:”Information Systems“},”field“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T11710“,”“display_name”“:”生物医学本体论和文本挖掘“,”score“:0.9757,”subfield“:{”id“:”https://openalex.org/subfields/1312“,”display_name“:”分子生物学“},”字段“:{”id“:”https://openalex.org/fields/13“,”“display_name”:“生物化学、遗传学和分子生物学”},“域”:{“id”:“https://openalex.org/domains/1“,”display_name“:”生命科学“}},{”id“:”https://openalex.org/T12205“,”“display_name”:“时间序列数据和算法的聚类”,“score”:0.9687,“subfield”:{“id”:“https://openalex.org/subfields/1711“,”display_name“:”信号处理“},”字段“:{”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/temoral-data-mining“,”display_name“:”时态数据挖掘“,”score“:0.556951},{”id“:”https://openalex.org/keywords/pattern-discovery网站“,”display_name“:”Pattern Discovery“,”score“:0.514137}],”concepts“:[{”id“:”https://openalex.org/C534262118,“wikidata”:https://www.wikidata.org/wiki/Q177719“,”display_name“:”医疗诊断“,”level“:2,”score“:0.8182049},{”id“:”https://openalex.org/C2776042228,“wikidata”:https://www.wikidata.org/wiki/Q35869“,”display_name“:”哮喘“,”level“:2,”score“:0.55172116},{”id“:”https://openalex.org/C124101348,“wikidata”:https://www.wikidata.org/wiki/Q172491“,”display_name“:”数据挖掘“,”level“:1,”score“:0.54672396},{”id“:”https://openalex.org/C195910791,“wikidata”:https://www.wikidata.org/wiki/Q1324077“,”display_name“:”病历“,”等级“:2,”分数“:0.46422052},{”id“:”https://openalex.org/C3020144179,“wikidata”:https://www.wikidata.org/wiki/Q10871684“,”display_name“:”电子健康记录“,”level“:3,”score“:0.4587233},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.43750405},{”id“:”https://openalex.org/C45827449,“wikidata”:https://www.wikidata.org/wiki/Q5270338“,”display_name“:”诊断代码“,”级别“:3,”分数“:0.43309805},{”id“:”https://openalex.org/C2908647359,“wikidata”:https://www.wikidata.org/wiki/Q2625603“,”display_name“:”Population“,”level“:2,”score“:0.3806607},{”id“:”https://openalex.org/C71924100,“wikidata”:https://www.wikidata.org/wiki/Q11190“,”display_name“:”Medicine“,”level“:0,”score“:0.29919517},{”id“:”https://openalex.org/C160735492,“wikidata”:https://www.wikidata.org/wiki/Q31207“,”display_name“:”Health care“,”level“:2,”score“:0.15486118},{”id“:”https://openalex.org/C142724271,“wikidata”:https://www.wikidata.org/wiki/Q7208“,”display_name“:”病理“,”level“:1,”score“:0.12160197},{”id“:”https://openalex.org/C99454951,“wikidata”:https://www.wikidata.org/wiki/Q932068“,”display_name“:”环境健康“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C126322002,“wikidata”:https://www.wikidata.org/wiki/Q11180“,”display_name“:”内科“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C162324750,“wikidata”:https://www.wikidata.org/wiki/Q8134“,”display_name“:”经济学“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C126838900,“wikidata”:https://www.wikidata.org/wiki/Q77604“,”display_name“:”放射学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C50522688,“wikidata”:https://www.wikidata.org/wiki/Q189833“,”display_name“:”经济增长“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:3,”location“:[{”is_oa“:true,”landing_page_url“:”https://doi.org/10.1093/jamia/ocaa005,“pdf_url”:https://academic.oup.com/jamia/article-pdf/27/4/558/34152815/ocaa005.pdf,“源”:{“id”:https://openalex.org/S129839026“,”display_name“:”美国医学信息学协会杂志“,”issn_l“:”1067-5027“,”isn“:[”1067-5017“,”1527-974X“],”is_oa“:false,”is_ in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310311648“,”“host_organization_name”:“牛津大学出版社”,“host_ordanization_lineage”:[“https://openalex.org/P4310311647","https://openalex.org/P4310311648“],”host_organization_lineage_names“:[”牛津大学“,”牛津大学出版社“],“type”:“journal”},“license”:“cc-by-nc”,“licence_id”:“https://openalex.org/licenses/cc-by-nc“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},{”is_oa“:true,”landing_page_url“:”https://europepmc.org/articles/pmc7075539,“pdf_url”:https://europepmc.org/articles/pmc7075539?pdf=渲染,“源”:{“id”:https://openalex.org/S4306400806“,”display_name“:”Europe PMC(PubMed Central)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I1303153112“,”host_organization_name“:”欧洲生物信息学研究所“,”host_organization_lineage“:[”https://openalex.org/I1303153112“],”host_organization_lineage_names“:[”欧洲生物信息学研究所“],“type”:“repository”},“license”:“cc-by-nc”,“licence_id”:“https://openalex.org/licenses/cc-by-nc“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},{”is_oa“:true,”landing_page_url“:”https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7075539“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S2764455111“,”display_name“:”PubMed Central“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I1299303238“,”host_organization_name“:”美国国立卫生研究院“,”host_organization_lineage“:[”https://openalex.org/I1299303238“],”host_organization_lineage_names“:[”National Institutes of Health“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://doi.org/10.1093/jamia/ocaa005,“pdf_url”:https://academic.oup.com/jamia/article-pdf/27/4/558/34152815/ocaa005.pdf,“源”:{“id”:https://openalex.org/S129839026“,”display_name“:”美国医学信息学协会杂志“,”issn_l“:”1067-5027“,”isn“:[”1067-5017“,”1527-974X“],”is_oa“:false,”is_ in_doaj“:false,”is_core“:true,”host_organization“:”https://openalex.org/P4310311648“,”“host_organization_name”:“牛津大学出版社”,“host_ordanization_lineage”:[“https://openalex.org/P4310311647","https://openalex.org/P4310311648“],”host_organization_lineage_names“:[”牛津大学“,”牛津大学出版社“],“type”:“journal”},“license”:“cc-by-nc”,“licence_id”:“https://openalex.org/licenses/cc-by-nc“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”sustainable_development_goals“:[{”display_name“:”目标伙伴关系“,”id“:”https://metadata.un.org/sdg/17“,”score“:0.42}],”grants“:[{”funder“:”https://openalex.org/F4320308109“,”“funder_display_name”:“宾夕法尼亚州卫生部”,“award_id”:“2015”},{“funder”:“https://openalex.org/F4320308109“,”“funder_display_name”:“宾夕法尼亚州卫生部”,“award_id”:“#4100072543”}],“数据集”:[],“版本”:[],“referenced_works_count”:36,“referrenced_works”:[”https://openalex.org/W101834235","https://openalex.org/W1608194207","https://openalex.org/W1799934227","https://openalex.org/W1810406100","https://openalex.org/W1971640630","https://openalex.org/W2006183964","https://openalex.org/W2068234084","https://openalex.org/W2082302018","https://openalex.org/W2093142617","https://openalex.org/W2096335861","https://openalex.org/W2100542444","https://openalex.org/W2112971308","https://openalex.org/W2115280476","https://openalex.org/W2116131666","https://openalex.org/W2120751691","https://openalex.org/W2122475441","https://openalex.org/W2124602706","https://openalex.org/W2151458394","https://openalex.org/W2155740747","https://openalex.org/W2168196587","https://openalex.org/W2188727742","https://openalex.org/W2261525379","https://openalex.org/W2298551783","https://openalex.org/W2330500176","https://openalex.org/W2360114527","https://openalex.org/W2377202786","https://openalex.org/W2495383882","https://openalex.org/W2518786827","https://openalex.org/W25456749","https://openalex.org/W2548940529","https://openalex.org/W2555301138","https://openalex.org/W2594685110","https://openalex.org/W2728065598","https://openalex.org/W275848272","https://openalex.org/W3148010252","https://openalex.org/W4285719527“],”related_works“:[”https://openalex.org/W3149417056","https://openalex.org/W3126070057","https://openalex.org/W3049126924","https://openalex.org/W2988460333","https://openalex.org/W2461518869","https://openalex.org/W2418299364","https://openalex.org/W2414148986","https://openalex.org/W2072258799","https://openalex.org/W1997384171","https://openalex.org/W1990541827“],”ngrams_url“:”https://api.openalex.org/works/W3006544352/ngrams“,”“abstract_inverted_index”:{“abstract”:[0],“Objective”:[1],“This”:[2],“study”:[3,74237250],“introduces”:[4],“a”:[5,27,73,90105],“temporal”:[6,62120182251],“condition”:[7,18,36,63121165183],“pattern”:[8],“mining”:[9],“methodology”:[1022],“to”:[11,34,59,89104112218235249],”“address”:[12],““:[13,66,81108124149159169176230236],”稀疏“:[14],”自然“:[15],”的“:[16,42,69,76,84,98127238253],”编码“:[17,94210255],”概念“:[19],”利用率“:[20],”in“:[21,72148158164175],”电子“:[22187],”健康“:[23188],”记录“:[24189],”数据。“:[25],”As“:[26],”验证“:[28],”研究“:[29],”我们“:[30],”应用“:[31,88],”这个“:[32],”方法“:[33],”揭示“:[35192],”模式“:[37,64122214252],”周围“:[38,61523],”an“:[39],”初始“:[40,67125],”诊断“:[41,68126],”儿科“:[43,70128],”哮喘。“:[44],“材料”:[45],“和”:[46102137245261],“方法”:[47],“The”:[48],“SPADE”:[49,86132143],“(Sequential”:[50],“PAttern”:[51],“Discovery”:[22],“using”:[53,95],“Equivalence”:[P4],“classes)”:[55],“algorithma”:[56],“was”:[57,87216],“used”:[58],“identified”:[60],“common”“:[61],”哮喘“:[71129],”人口“:[75],”71“:[77],”824“:[78],”患者“:[79],”来自“:[80133168185223],”儿童\u2019s“:[82],”医院“:[83],”费城。“:[85],”数据集“:[91106],”诊断“:[93147166197],”国际“:[96],”分类“:[97],”疾病“:[99],”(ICD)“:[100],”概念“:[100122257],”单独“:[103],”ICD“:[109136160177],”代码“:[110],”映射“:[111150],”它们的“:[113],”对应“:[114],”扩展“:[115],”诊断“:[111239],”集群“:[117],”(EDC)。“:[118],”通用“:[119],”已确定“:[130167],”由“:[131],”两者“:[134],”EDC“:[138151170],”数据集“:[139190],”被“:[140156172],”比较。“:[141],“结果”:[142],“已识别”:[144],“36”:[145],“唯一”:[146],“数据集”:[152],“而”:[153],“仅”:[154],“19”:[155],“识别”::157],“数据库”。“:[161178225],“暂时”:[162],“趋势”:[163],“数据”:[171],“不”:[173],“可发现”:[174],“讨论”:[179],“挖掘”:[180],“频繁”:[181],“大”:[186],“可能”:[191],“以前”:[193],“未知”:[194],“关联”:[195],“介于”:[196],“那”:[198229],“可以”:[199],“通知”:[200],“未来”:[201],“研究”:[202],“进入”:[203213],“因果关系“:[204],”或“:[205],”其他“:[206242254],“关系。“:[207],”映射“:[208],”稀疏“:[209],”医学“:[211256],”同质“:[214],”组“:[215],”基本“:[217],”发现“:[219],”潜在“:[220],”有用“:[221],”信息“:[222],”我们的“:[224],”结论“:[226],”我方“:[227],”期望“:[228],”呈现“:[231],”是“:[233],”适用“:[234],“轨迹”:[240],“用于”:[241],“临床”:[243],“条件“:[244],”可以“:[246],”是“:[247],”扩展“:[248],”例如“:[258],”作为“:[259],”药物“:[260],”程序。“:[262]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W3006544352“,”counts_by_year“:[{“年”:2024,”cited_by_count“:3},{“年份”:2023,”ciped_by_cunt“:1},”{“年度”:2022,“cited_by_count”:4},“年份”:2021,”cited_by_count