{“id”:“https://openalex.org/W3082075714“,”doi“:”https://doi.org/10.109/cbms49503.2020.00040“,”title“:”通过数据规范化和表示学习表征子公司“,”display_name“:”根据数据规范化与表示学习表征个子公司“,“publication_year”:2020,”publication_date“:”2020-07-01“,”ids“:{”openalex“:”https://openalex.org/W3082075714“,”doi“:”https://doi.org/10.109/cbms49503.2020.00040“,”mag“:”3082075714“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/cbms49503.2020.00040“,”pdf_url“:null,”source“:nul,”license“:null',”licence_id“:null,”version“:nuller,”is_accepted“:false,”is_published“:false},”type“:”article“,”type_crossref“:“proceedings-article”,”indexed_in“:[”crossref“],”open_access“:{”is_oa“:true,”oa_status“:”green“,”“oa_url”:“”https://www.osi.gov/biblio/1659604“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5065746203“,”display_name“:”Everett Rush“,”orcid“:”https://orcid.org/0000-0002-5632-5723},“机构”:[{“id”:https://openalex.org/I1289243028“,”display_name“:”橡树岭国家实验室“,”ror“:”https://ror.org/01qz5mb56“,”country_code“:”US“,”type“:“facility”,”lineage“:[”https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Everett Rush“,”raw _affiliation_strings“:[“美国田纳西州橡树岭橡树岭国家实验室”],“affiliations”:[{“raw _afiliation_string”:“美国田纳州橡树脊橡树岭国立实验室”,“institution_ids”:[”https://openalex.org/I1289243028“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5056949442“,”display_name“:”\u00d6zg\u00fcr\u00d6 zmen“,”orcid“:”https://orcid.org/0000-0002-5806-0116},“机构”:[{“id”:https://openalex.org/I1289243028“,”display_name“:”橡树岭国家实验室“,”ror“:”https://ror.org/01qz5mb56“,”country_code“:”US“,”type“:“facility”,”lineage“:[”https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Ozgur Ozmen“,”raw _ affiliation_strings“:[“美国橡树岭橡树岭国家实验室”],”affiliation“:[{”raw _affiliation_string“:”美国橡树脊橡树岭国际实验室”,“institution_ids”:[“https://openalex.org/I1289243028“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5019939326“,”display_name“:”凯瑟琳·奈特“,”orcid“:null},”机构“:[{”id“:”https://openalex.org/I1289243028“,”display_name“:”橡树岭国家实验室“,”ror“:”https://ror.org/01qz5mb56“,”country_code“:”US“,”type“:“facility”,”lineage“:[”https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”凯瑟琳·奈特“,”raw _ afiliation_strings“:[“美国橡树岭国家实验室,橡树岭”],”affiliations“:[{”raw _affiliation_string“:”美国橡树脊国家实验室,“,”institution_ids“:[https://openalex.org/I1289243028“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5053120757“,”display_name“:”Byung Park“,”orcid“:”https://orcid.org/0000-0003-3516-7516},“机构”:[{“id”:https://openalex.org/I1289243028“,”display_name“:”橡树岭国家实验室“,”ror“:”https://ror.org/01qz5mb56“,”country_code“:”US“,”type“:“facility”,”lineage“:[”https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Byung Park“,”raw _affiliation_strings“:[“橡树岭国家实验室,田纳西州橡树岭”],”affiliations“:[{”raw _affiliation_string“:”美国田纳西省橡树岭,橡树岭国立实验室“,”institution_ids“:[https://openalex.org/I1289243028“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A50323241“,”display_name“:”Clifton R.Baker“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I1322918889“,”display_name“:”美国退伍军人事务部“,”ror“:”https://ror.org/05rsv9s98“,”country_code“:”US“,”type“:“政府”,”世系“:[”https://openalex.org/I1322918889“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Clifton Baker“,”raw _ affiliation_strings“:[“美国退伍军人事务部,华盛顿特区”],”从属关系“:[{”raw _affiliation_string“:”美国退伍军事务部,美国华盛顿特区”,“institution_ids”:[“https://openalex.org/I1322918889“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5043213270“,”display_name“:”Makoto Jones“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I1322918889“,”display_name“:”美国退伍军人事务部“,”ror“:”https://ror.org/05rsv9s98“,”country_code“:”US“,”type“:“政府”,”世系“:[”https://openalex.org/I1322918889“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Makoto Jones“,”raw _ afiliation_strings“:[“美国退伍军人事务部,华盛顿特区”],”affiliations“:[{”raw_ afiliation _string“:”美国退伍兵事务部,美国华盛顿特区”,“institution_ids”:[”https://openalex.org/I1322918889“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5052383802“,”display_name“:”Merry Ward“,”orcid“:”https://orcid.org/0000-0002-0330-5083},“机构”:[{“id”:https://openalex.org/I1322918889“,”display_name“:”美国退伍军人事务部“,”ror“:”https://ror.org/05rsv9s98“,”country_code“:”US“,”type“:“政府”,”世系“:[”https://openalex.org/I1322918889“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Merry Ward“,”raw _ afiliation_strings“:[“美国退伍军人事务部,华盛顿特区”],”affiliations“:[{”raw _affiliation_strong“:”美国退伍兵事务部,美国华盛顿特区”,“institution_ids”:[“https://openalex.org/I1322918889“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5069032571“,”display_name“:”Jonathan R.Nebeker“,”orcid“:”https://orcid.org/0000-0001-5355-5008},“机构”:[{“id”:https://openalex.org/I1322918889“,”display_name“:”美国退伍军人事务部“,”ror“:”https://ror.org/05rsv9s98“,”country_code“:”US“,”type“:“政府”,”世系“:[”https://openalex.org/I1322918889“]}],”国家“:[”美国“],”is_corresponding“:false,”raw_author_name“:”Jonathan Nebeker“,”raw _ afiliation_strings“:[“美国退伍军人事务部,华盛顿特区”],”affiliations“:[{”raw _affiliation_strong“:”美国退伍兵事务部,美国华盛顿特区”,“institution_ids”:[“https://openalex.org/I1322918889“]}]}],”countries_distinct_count“:1,”institutions_disting_count”:2,”corresponding_author_ids“:[],”corresponding_institution_ids”:[]“apc_list”:null,”apc_payed“:null”,“fwci”:null,”has_fulltext“:false,”cited_by_count:0,“cited_by_percentile_year”:{“min”:0,”max“:65},”biblio“:{”volume“:nul”,“issue”:空,“first_page”:空,“last_page”:空},“is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T13702“,”“display_name”:“医疗保健中的深度学习应用程序”,“score”:0.9998,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”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/T13702“,”“display_name”:“医疗保健中的深度学习应用程序”,“score”:0.9998,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”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“:0.9875,”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/T12647“,”display_name“:”传统医学与现代科学相结合“,”score“:0.9523,”subfield“:{”id“:”https://openalex.org/subfields/2707“,”display_name“:”补充和替代医学“},”字段“:{”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/medical-concept-embedding“,”“display_name”“:”医学概念嵌入“,”分数“:0.545606},{”id“:”https://openalex.org/keywords/temoral-data-analysis网站“,”display_name“:”时序数据分析“,”score“:0.501174}],”concepts“:[{”id“:”https://openalex.org/C72563966,“wikidata”:https://www.wikidata.org/wiki/Q1303415“,”display_name“:”Cohort“,”level“:2,”score“:0.74746424},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.6671038},{”id“:”https://openalex.org/C101738243,“wikidata”:https://www.wikidata.org/wiki/Q786435“,”display_name“:”自动编码器“,”level“:3,”score“:0.6150366},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.610904},{”id“:”https://openalex.org/C9357733,“wikidata”:https://www.wikidata.org/wiki/Q6878417“,”display_name“:”缺少数据“,”level“:2,”score“:0.4769446},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539(网址:https://www.wikidata.org/wiki/Q2539)“,”display_name“:”机器学习“,”level“:1,”score“:0.43905222},{”id“:”https://openalex.org/C195910791,“wikidata”:https://www.wikidata.org/wiki/Q1324077“,”display_name“:”病历“,”等级“:2,”分数“:0.43543118},{”id“:”https://openalex.org/C136886441,“wikidata”:https://www.wikidata.org/wiki/Q926129“,”display_name“:”规范化(社会学)“,”level“:2,”score“:0.43449575},{”id“:”https://openalex.org/C49937458,“wikidata”:https://www.wikidata.org/wiki/Q2599292“,”display_name“:”概率逻辑“,”level“:2,”score“:0.41560954},{”id“:”https://openalex.org/C204321447,“wikidata”:https://www.wikidata.org/wiki/Q30642“,”display_name“:”自然语言处理“,”level“:1,”score“:0.3734397},{”id“:”https://openalex.org/C124101348,“wikidata”:https://www.wikidata.org/wiki/Q172491“,”display_name“:”数据挖掘“,”level“:1,”score“:0.3522997},{”id“:”https://openalex.org/C71924100,“wikidata”:https://www.wikidata.org/wiki/Q11190“,”display_name“:”Medicine“,”level“:0,”score“:0.31261835},{”id“:”https://openalex.org/C105795698,“wikidata”:https://www.wikidata.org/wiki/Q12483“,”display_name“:”Statistics“,”level“:1,”score“:0.2773407},{”id“:”https://openalex.org/C108583219,“wikidata”:https://www.wikidata.org/wiki/Q197536“,”display_name“:”深度学习“,”level“:2,”score“:0.22869015},{”id“:”https://openalex.org/C33923547,“wikidata”:https://www.wikidata.org/wiki/Q395“,”display_name“:”数学“,”等级“:0,”分数“:0.13070512},{”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/C144024400,“wikidata”:https://www.wikidata.org/wiki/Q21201“,”display_name“:”社会学“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C19165224,“wikidata”:https://www.wikidata.org/wiki/Q23404“,”display_name“:”人类学“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:2,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.109/cbms49503.2020.00040“,”pdf_url“:null,”source“:null,”license“:nully,”licence_id“:null,”version“:nuller,”is_accepted“:false,”is_published“:false},{”is_oa“:true,”landing_page_url”:“https://www.osi.gov/biblio/1659604“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4306402487“,”display_name“:”OSTI OAI(美国能源部科学技术信息办公室)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I139351228“,”“host_organization_name”:“科技信息办公室”,“host_ordanization_lineage”:[“https://openalex.org/I139351228“],”host_organization_lineage_names“:[”科学技术信息办公室“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://www.osi.gov/biblio/1659604“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4306402487“,”display_name“:”OSTI OAI(美国能源部科学技术信息办公室)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I139351228“,”“host_organization_name”:“科技信息办公室”,“host_ordanization_lineage”:[“https://openalex.org/I139351228“],”host_organization_lineage_names“:[”科学技术信息办公室“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},”sustainable_development_goals“:[{”id“:”https://metadata.un.org/sdg/4“,”display_name“:”素质教育“,”score“:0.59}],”grants“:[],”datasets“:【】,”versions“:【],”referenced_works_count“:7,”referrenced_works“:[”https://openalex.org/W1569090332","https://openalex.org/W2159583324","https://openalex.org/W2404901863","https://openalex.org/W2417190112","https://openalex.org/W2940907888","https://openalex.org/W2950722229","https://openalex.org/W2981613501“],”related_works“:[”https://openalex.org/W4297051394","https://openalex.org/W4294770367","https://openalex.org/W3131327266","https://openalex.org/W3013693939","https://openalex.org/W2909431601","https://openalex.org/W2803255133","https://openalex.org/W2752972570","https://openalex.org/W2734887215","https://openalex.org/W2566616303","https://openalex.org/W2159052453“],”ngrams_url“:”https://api.openalex.org/works/W3082075714/ngrams网站“,”“abstract_inverted_index”:{“The”:[0,56,98],“process”:[1,41],“of”:[2,6,20,42112151],“identified”:[3],“a”:[4,9,35,62,73,86106115149],“courome”:[5,43,64104],“interest”:[7],“is”:[8,77100],“very”:[10],“challengesting”:[11],“task.”:[12],“It”:[13],“requires”:%14],“manually”:[15],“检查”:[16],“多”:[17],“患者”:[18,83],“记录”:[19,54],“复杂“:[21],”结构“:[22],”that“:[23],”may“:[24],”include“:[25],”medical“:[26,47],”coding“:[27],”errors“:[28],”and“:[29,65109131],”missing“:[30],”data。“:[31],”This“:[32],”paper“:[33],”presents“:[34],”computative“:[36],”pipeline“:[37,57120],”for“:[38,61153],”refining“:[39],”the“:[40,51,81,91103119137141],”selection“:[44],”based“:[45],”on“:[46],”conceptions“:[48],”recorded“:[49],”in“:[50,85105],”electronic“:[52],”health“:[53],“(EHR)。“:[55],”摘要“:[58],”EHR“:[59],”数据“:[60,68],”给定“:[63],”规范化“:[66],”此“:[67],”使用“:[69136148],”标准“:[70107],”词汇表。“:[71],”然后“:[72],”堆叠“:[74],”去噪“:[75],”自动编码器“:[76],”使用“:[78],”到“:[79101121],”嵌入“:[80],”归一化“:[82],”向量“:[84],”低“:[87],”维数“:[88],”空格“:[89],”其中“:[90],”患者“:[92],”是“:[93],”随后“:[94],”聚集“:[95],”进入“:[96],”亚队列。“:[97],”目标“:[99],”表示“:[102],”格式“:[108],”抽象“:[110],”变体“:[111],”子群体。“:[113],”As“:[114],”use-case“:[116],”we“:117],”applied“:[118],”1.8“:[122],”million“:[123],”退伍军人“:[124],”diagnored“:/125],”with“:%126],”major“:[127],”depressive“:[128],”disorder“:[129],”(MDD),“:[130],”identified“:%132],”four“:+133],”有意义“:[134],”sub-cohorts“:[135],“功能”:[138],“学习”:[139],“by”:[140],“自动编码器。“:[142],”然后,“:[143],”每个“:[144],”子队列“:[145],”被“:[146],”探索“:[147],”集合“:[150],”关键词“:[152],”解释。“:[154]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W3082075714“,”counts_by_year“:[],”updated_date“:”2024-07-03T00:57:56.704126“,”创建日期“:”2020年9月8日“}