{“id”:“https://openalex.org/W3090524647“,”doi“:”https://doi.org/10.1007/978-3-030-59713-9_21“,”title“:“MIA-预后:预测治疗反应的深度学习框架”,“display_name”:“MIA预后:预测疗效的深度学习架构”,“publication_year”:2020,“publiction_date”:“2020-01-01”,“ids”:{“openalex”:“https://openalex.org/W3090524647“,”doi“:”https://doi.org/10.1007/978-3-030-59713-9_21“,”mag“:”3090524647“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1007/978-3-030-59713-9_21“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S106296714“,”display_name“:”计算机科学讲义“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false、”is_in_doaj“:false、”is_core“:true、”host_organization“:”https://openalex.org/P4310318900“,”“host_organization_name”:“Springer Science+Business Media”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer-Science+Business Media“],“type”:“book-series”},“license”:null,“licence_id”:nul,“version”:null,“is_accepted”:false,“is_published”:false},”type“:”book-chapter“,”type_crossref“:“book-chapter”,”indexed_in“:[“arxiv”,“crossref”,“datacite”],“open_access”:{“is_oa”:true,“oa_status”:“绿色”,“oaurl“:”https://arxiv.org/pdf/2010.04062“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5020501435“,”display_name“:”建城羊“,”兽人“:”https://orcid.org/0000-0003-4455-7145},“机构”:[{“id”:https://openalex.org/I183067930“,”display_name“:”上海交通大学“,”ror“:”https://ror.org/0220qvk04“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I183067930“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”建城杨“,”raw _ afiliation_strings“:[“中国上海迪亚尼科技”,“中国上海交通大学”],“affiliations”:[{“raw_affiliation_strong”:“中国上海交大”,“institution_ids”:[”https://openalex.org/I183067930“]},{”raw_affiliation_string“:”Dianei Technology,Shanghai,China“,”institution_ids“:[]}]}”,{“author_position”:“middle”,“author”:{“id”:“https://openalex.org/A5067322430“,”display_name“:”陈家军“,”兽人“:”https://orcid.org/0000-0002-4061-6219“},”机构“:[],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”陈佳军“,”raw _ afiliation_strings“:[“中国上海戴安尼科技”],”从属关系“:[{”raw_ afiliation _string“:”中国上海戴安尼科技“,”机构id“:[]},{”author_position“:”中间“,”作者“:{”id“:”https://openalex.org/A5078267991“,”display_name“:”Kaiming Kuang“,”orcid“:null},”institutions“:[],”countries“:[”CN“],”is_corresponding“:false,”raw_author_name“,”Kaiming Kung“,”raw _affiliation_strings“:]”Dianei Technology,Shanghai,China“],“afliations”:[{”raw _affiliation_string“:”Dianey Technology(中国上海),“institution_ids”:[]},{“author_position”:“middle”,“author”:{“id“:”https://openalex.org/A5025097974“,”display_name“:”天成林“,”兽人“:”https://orcid.org/0000-0002-6761-5152},“机构”:[{“id”:https://openalex.org/I183067930“,”display_name“:”上海交通大学“,”ror“:”https://ror.org/0220qvk04“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I183067930“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Tiancheng Lin“,”raw_affiliation_strings“:[“中国上海交通大学”],”affiliations“:[{”raw_affiliation_string“:”上海交通大学,中国上海”,“institution_ids”:[“https://openalex.org/I183067930“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5056327997“,”display_name“:”何俊君“,”兽人“:”https://orcid.org/0000-0002-1813-1784},“机构”:[{“id”:https://openalex.org/I183067930“,”display_name“:”上海交通大学“,”ror“:”https://ror.org/0220qvk04“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I183067930“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Junjun He“,”raw _ afiliation_strings“:[“中国上海交通大学”],”affiliations“:[{”raw_ afiliation _string“:”上海交通大学,中国上海”,“institution_ids”:[“https://openalex.org/I183067930“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5014362734“,”display_name“:”冰冰倪“,”兽人“:”https://orcid.org/0000-0001-7339-028X},“机构”:[{“id”:https://openalex.org/I183067930“,”display_name“:”上海交通大学“,”ror“:”https://ror.org/0220qvk04“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I183067930“]},{”id“:”https://openalex.org/I2250955327“,”display_name“:”华为技术(中国)“,”ror“:”https://ror.org/00cmhce21“,”country_code“:”CN“,”type“:“company”,”lineage“:[”https://openalex.org/I2250955327“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Bingbing Ni“,”raw _ afiliation_strings“:[“华为海思,中国上海”,“中国上海交通大学”],”affiliations“:[{”raw _affiliation_strong“:”上海交通大学,“institution_ids”:[“https://openalex.org/I183067930“]},{”raw_affiliation_string“:”华为海思,中国上海“,”institution_ids“:[”https://openalex.org/I2250955327“]}]}],”countries_distinct_count“:1,”institutions_disting_count”:2,”corresponding_author_ids“:[],”corresponding_institution_ids”:[]、“apc_list”:{“value”:5000,“currency”:“EUR”,“value_usd”:5392,“provenance”:“doaj”},“apc_payed”:null,“fwci”:1.549,“has_fulltext”:true,“fulltext_origin”:“pdf”,“cited_b”y_count“:4,”cited_by_percentile_year“:{”min“:80,”max“:82},”biblio“:{”volume“:null,”issue“:nul,”first_page“:”211“,”last_page“:”220“},“is_retracted”:false,“is_paratext”:false,“primary_topic”:{“id”:“https://openalex.org/T12422“,”“display_name”:“医学成像分析中的放射学”,“score”:0.9995,“subfield”:{“id”:“https://openalex.org/subfields/2741“,”“display_name”:“放射、核医学和成像”},“字段”:{“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/T12422“,”“display_name”:“医学成像分析中的放射学”,“score”:0.9995,“subfield”:{“id”:“https://openalex.org/subfields/2741“,”“display_name”:“放射、核医学和成像”},“字段”:{“id”:“https://openalex.org/fields/27“,”display_name“:”Medicine“},”domain“:{”id“:”https://openalex.org/domains/4“,”“display_name”:“健康科学”}},{”id“:”https://openalex.org/T13702“,”“display_name”:“医疗保健中的深度学习应用程序”,“score”:0.9968,“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/T10202“,”“display_name”:“肺癌的诊断和治疗”,“score”:0.9967,“subfield”:{“id”:“https://openalex.org/subfields/2740(网址:https://openalex.org/subfields/2740)“,”display_name“:”肺与呼吸医学“},”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/clinical-event-pedition“,”display_name“:”临床事件预测“,”score“:0.559225},{”id“:”https://openalex.org/keywords/temoral-data-analysis网站“,”display_name“:”时序数据分析“,”score“:0.548134},{”id“:”https://openalex.org/keywords/tumber-staging“,”display_name“:”肿瘤分期“,”score“:0.526605},{”id“:”https://openalex.org/keywords/disease风险预测“,”display_name“:”疾病风险预测“,”score“:0.511014},{”id“:”https://openalex.org/keywords/medical-concept-embedding“,”display_name“:”医学概念嵌入“,”score“:0.503191}],”概念“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.726689},{”id“:”https://openalex.org/C151319957,“wikidata”:https://www.wikidata.org/wiki/Q752739“,”display_name“:”异步通信“,”level“:2,”score“:0.59350413},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.54379654},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.5406295},{”id“:”https://openalex.org/C2779903281,“wikidata”:https://www.wikidata.org/wiki/Q6888026“,”display_name“:”Modalities“,”level“:2,”score“:0.43477812},{”id“:”https://openalex.org/C147168706,“wikidata”:https://www.wikidata.org/wiki/Q1457734“,”display_name“:”递归神经网络“,”level“:3,”score“:0.41382805},{”id“:”https://openalex.org/C50644808,“wikidata”:https://www.wikidata.org/wiki/Q192776“,”display_name“:”人工神经网络“,”level“:2,”score“:0.18583202},{”id“:”https://openalex.org/C31258907,“wikidata”:https://www.wikidata.org/wiki/Q1301371“,”display_name“:”计算机网络“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C36289849,“wikidata”:https://www.wikidata.org/wiki/Q34749“,”display_name“:”社会科学“,”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}],”mesh“:[],”locations_count“:3,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1007/978-3-030-59713-9_21“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S106296714“,”display_name“:”计算机科学讲义“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false、”is_in_doaj“:false、”is_core“:true、”host_organization“:”https://openalex.org/P4310318900“,”“host_organization_name”:“Springer Science+Business Media”,“host_organization_lineage”:[“https://openalex.org/P431031965","https://openalex.org/P4310318900“],”host_organization_lineage_names“:[”Springer Nature“,”Springer-Science+Business Media“],“type”:“book-series”},“license”:null,“licence_id”:nul,“version”:null,“is_accepted”:false,“is_published”:false},{“is_oa”:true,“landing_page_url”:“https://arxiv.org/abs/2010.04062,“pdf_url”:https://arxiv.org/pdf/2010.04062,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is.in_doaj“:false,”is_core“:fase,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”Cornell University“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},{“is_oa”:false,“landing_page_url”:“https://api.datacite.org/dois/10.48550/arxiv.2010.04062“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4393179698“,”display_name“:”DataCite API“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I4210145204“,”“host_organization_name”:“DataCite”,“host_organization_lineage”:[“https://openalex.org/I4210145204“],”host_organization_lineage_names“:[”DataCite“],“type”:“metadata”},“license”:null,“licence_id”:null,“version”:null}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://arxiv.org/abs/2010.04062,“pdf_url”:https://arxiv.org/pdf/2010.04062,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is.in_doaj“:false,”is_core“:fase,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},”sustainable_development_goals“:[{”display_name“:”健康和幸福“,”id“:”https://metadata.un.org/sdg/3“,”score“:0.49}],”grants“:[],”datasets“:[],”versions“:[”https://openalex.org/W3090524647","https://openalex.org/W3099914693“],”referenced_works_count“:20,”referrenced_works“:[”https://openalex.org/W1603230122","https://openalex.org/W1689711448","https://openalex.org/W2019607817","https://openalex.org/W2064675550","https://openalex.org/W2154149901","https://openalex.org/W2174661749","https://openalex.org/W2435563082","https://openalex.org/W2559382297","https://openalex.org/W2767128594","https://openalex.org/W2885326465","https://openalex.org/W2889646458","https://openalex.org/W2894585861","https://openalex.org/W2903150666","https://openalex.org/W2940487144","https://openalex.org/W2943960805","https://openalex.org/W2963057320","https://openalex.org/W2963925437","https://openalex.org/W2979708147","https://openalex.org/W3026063058","https://openalex.org/W3098949126“],”related_works“:[”https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4306674287","https://openalex.org/W4283697347","https://openalex.org/W4210805261","https://openalex.org/W3170094116","https://openalex.org/W3107602296","https://openalex.org/W3046775127","https://openalex.org/W2961085424“],”ngrams_url“:”https://api.openalex.org/works/W3090524647/ngrams网站“,”“abstract_inverted_index”:{“预测”:[0],“临床”:[1,52,78,95],“结果”:[2],“是”:[3,48,98146],“显著”:[4],“重要”:[5],“但”:[6],“具有挑战性。”:[7],“研究”:[8],“努力”:[9],“有”:[10],“已经”:[11],“付费”:[12],“on”:[13,83155173194],“寻求”:[14],”显著“:[15],“生物标志物”:[16,27],“相关”:[17],“与”:[18,70104128],“the”:[19,40,90,94112150159170196],“therapy”:[20,68137],“response”:[21],“or/and”:[22],“patient”:[23,65],“survivity.”:[24214],“However,”:[25],“these”:[26],“are”:[28],“generally”:[29],“cost”:[30],“and”:[31,33,67,77123131207],“invasive,”:[32],“possible”:[34],“dissatifactory”:[35],“for”:[36],“novel”:[37],“therapy.”:[38],“On”:[3]9],“other”:[41],“手”,:[42],“多模态,”:[43],“异构,”:44],“未对齐”:[45],“暂时”:[46,91],“数据”:[47,86],“连续”:[49],“生成”:[50],“in”:[51100210],“实践。”:[53],“This”:[54],“paper”:[55],“aims”:[56],“at”:[57],“a”:[58116125140],“统一”:[59],“深度”:[60],“学习”:[61],“方法”:[62],“到”:[63135148],“预测”:[64136],“预后”:[66113],“反应”:[69138],“容易”:[71],“可访问”:[72],“数据”:[73],“例如,”:[74],“放射科”:[75],“实验室”:[76],“信息”:[79],“先前”:[80],“艺术”:[81],“焦点”:[82],“建模”:[84114],“单一”:[85],“形态”:[87],“或”:[88],“忽略”:[89],“变化。“:[92],”重要,“:[93],”时间“:[96119152],”系列“:[97120],“异步”:[99118151],“实践”,:[101],“即,”:[102],“记录”:[103],“不规则”:[105],“间隔。”:[106],“In”:[107],“this”:[108],“研究”:[109],“我们”:[110168],“形式化”:[111],“as”:[115],“多模态”:[117],“分类”:[121],“任务”:[122],“建议”:[124],“MIA-Prognosis”:[126],“框架”:[127],“测量”,:[129],“干预”:[130],“评估”:[132],“(MIA)”:[133],“信息”:[134],“其中”:[139],“简单”:[141],“暂时”:[142],“注意”:[143],“SimTA”:[144],“模块”:[145],“开发”:[147],“过程”:[149],“系列”:[153],“实验”:[154],“合成”:[156],“数据集”:[157177],“验证”:[158],“优势”:[160],“of”:[161178212],“SimTA”:[162],“over”:[163],“标准”:[164],“基于RNN”:[165],“方法”:[166],“此外”:[167],“实验”:[169],“建议”:[171189],“方式”:[172190],“一个”:[174],“内部”:[175],“回顾性”:[176],“真实世界”:[179],“非小”:[180],“细胞”:[181],“肺”:[182],“癌症”:[183],“患者”:[184209],“低于”:[185],“抗PD-1”:[186],“免疫治疗”:[187],“The”:[188],“实现”:[191],“有希望”:[192],“性能”:[193],“预测”:[195],“免疫治疗”:[197],“反应”:[198],“值得注意”:[199],“我们的”:[200],“预计”:[201],“模型”:[202],“可能”:[203],“进一步”:[204],“分层”:[205],“低风险”:[206],“高风险”:[208],“术语”:[211],“长期”:[213]},“引用_ by_api_url”:“https://api.openalex.org/works?filter=cites:W3090524647“,”counts_by_year“:[{”年份“:2024,”cited_by_count“:1},{”年“:2023,”ciped_by_cunt“:2},”{“年份”:2021,“cited_by_count”:1}],”更新日期“:”2024-06-25T01:28:23.326344“,”创建日期“:“2020-10-08”}