{“id”:“https://openalex.org/W4283704078“,”doi“:”https://doi.org/10.1007/978-3-031-16452-1_20“,”title“:”Gleason Grading中混合监督的多实例学习“,”display_name“:”Greeason Grading中混合监督下的多实例教学“,”publication_year“:2022,”publiation_date“:”2022-01-01“,”ids“:{”openalex“:”https://openalex.org/W4283704078“,”doi“:”https://doi.org/10.1007/978-3-031-16452-1_20“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1007/978-3-031-16452-1_20“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S106296714“,”“display_name”“:”“计算机科学课堂讲稿”“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false,”is_in_doaj“:false,”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“:[“crossref”],“open_access”:{“is_oa”:true,“oa_status”:“green”,“oa_url”:https://arxiv.org/pdf/2206.12798“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5005359768“,”display_name“:”郝边“,”兽人“:”https://orcid.org/0000-0002-3809-9574},“机构”:[{“id”:https://openalex.org/I99065089“,”display_name“:”清华大学“,”ror“:”https://ror.org/03cve4549“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I99065089“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Hao Bian“,”raw _ afiliation_strings“:[“清华大学清华深圳国际研究生院,中国北京”],”affiliations“:[{”raw_ afiliation _string“:”清华大学清华深国际研究生学院,中国北京“,”institution_ids“:]”https://openalex.org/I99065089“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5067981329“,”display_name“:”朱宸韶“,”兽人“:”https://orcid.org/0000-0002-9554-8831},“机构”:[{“id”:https://openalex.org/I99065089“,”display_name“:”清华大学“,”ror“:”https://ror.org/03cve4549“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I99065089“]],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Zhuchen Shao“,”raw_affiation_strings“:[”清华大学深圳国际研究生院,清华大学,北京“],”附属机构“:[{”raw_affiation_string“:”清华大学深圳国际研究生院,清华大学,北京“,”institution_ids“:[”https://openalex.org/I99065089“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5092150892“,”display_name“:”杨晨“,”兽人“:”https://orcid.org/0000-0001-6410-0922},“机构”:[{“id”:https://openalex.org/I99065089“,”display_name“:”清华大学“,”ror“:”https://ror.org/03cve4549“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I99065089“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”杨晨“,”rau_affiliation_strings“:[“清华大学清华深圳国际研究生院,中国北京”],“附属机构”:[{“raw_affilition_string”:“清华大学,中国北京,”,“institution_ids”:[”https://openalex.org/I99065089“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5089151617“,”display_name“:”Yifeng Wang“,”orcid“:”https://orcid.org/0000-0001-8317-8434},“机构”:[{“id”:https://openalex.org/I204983213“,”display_name“:”哈尔滨工业大学“,”ror“:”https://ror.org/01yqg2h08“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I204983213“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Yifeng Wang“,”raw _ afiliation_strings“:[“哈尔滨工业大学(深圳),中国深圳”],”affiliations“:[{”raw_ afiliation _string“:”哈尔滨工业大学https://openalex.org/I204983213“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5049550379“,”display_name“:”Haoqian Wang“,”orcid“:”https://orcid.org/0000-0003-2792-8469},“机构”:[{“id”:https://openalex.org/I99065089“,”display_name“:”清华大学“,”ror“:”https://ror.org/03cve4549“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I99065089“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Haoqian Wang“,”rau_affiliation_strings“:[“清华大学清华深圳国际研究生院,中国北京”],”affiliations“:[{”raw_affiliation_string“:”清华深圳国际学院,中国北京清华大学,“institution_ids”:[“https://openalex.org/I99065089“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5005801903“,”display_name“:”Jian Zhang“,”orcid“:”https://orcid.org/0000-0001-5486-3125},“机构”:[{“id”:https://openalex.org/I20231570“,”display_name“:”北京大学“,”ror“:”https://ror.org/02v51f717“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I20231570“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Jian Zhang“,”rau_affiliation_strings“:[“北京大学电子与计算机工程学院,中国北京”],”affiliations“:[{”raw_affiliation_string“:”北京大学电子和计算机工程学院https://openalex.org/I20231570“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5075945523“,”display_name“:”Yongbing Zhang“,”orcid“:”https://orcid.org/0000-0003-3320-2904},“机构”:[{“id”:https://openalex.org/I204983213“,”display_name“:”哈尔滨工业大学“,”ror“:”https://ror.org/01yqg2h08“,”country_code“:”CN“,”type“:“教育”,”世系“:[”https://openalex.org/I204983213“]}],”国家“:[”CN“],”is_corresponding“:false,”raw_author_name“:”Yongbing Zhang“,”raw_affiliation_strings“:[中国深圳哈尔滨工业大学],”affiliations“:[{”raw_affiliation_string“:”哈尔滨工业大学(深圳),中国深圳“,”institution_ids“:[“https://openalex.org/I204983213“]}]}],”countries_distinct_count“:1,”institutions_distinact_counts“:3,”corresponding_author_ids“:[],”corresponding_institution_ids”:[]、“apc_list”:{“value”:5000,“currency”:“EUR”,“value_usd”:5392,“provenance”:“doaj”},“apc_payed”:null,“fwci”:1.908,“has_fulltext”:false,“cited_by_count”:2,“cited_by_by_percent”ile_year“:{“最小”:76,“最大”:81},“书目”:{”volume“:null,”issue“:nul,”first_page“:”204“,”last_page“:”213“},”is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T10862“,”“display_name”:“医学图像分析深度学习”,“score”:0.9977,“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/T10862“,”“display_name”:“医学图像分析深度学习”,“score”:0.9977,“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/T10824“,”display_name“:”形状匹配和对象识别“,”score“:0.9944,”subfield“:{”id“:”https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”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/T12874“,”“display_name”:“血细胞图像自动分析”,“score”:0.9924,“subfield”:{“id”:“https://openalex.org/subfields/1707“,”display_name“:”计算机视觉和模式识别“},”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“}}],”关键词“:[{”id“:”https://openalex.org/keywords/whole-slide-imaging网站“,”display_name“:”整张幻灯片成像“,”score“:0.532862}],”concepts“:[{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.89266694},{”id“:”https://openalex.org/C160633673,“wikidata”:https://www.wikidata.org/wiki/Q355198“,”display_name“:”Pixel“,”level“:2,”score“:0.6129431},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.5786561},{”id“:”https://openalex.org/C2777286243,“wikidata”:https://www.wikidata.org/wiki/Q5591926“,”display_name“:”分级(工程)“,”级别“:2,”分数“:0.55823106},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.46934736},{”id“:”https://openalex.org/C153180895,“wikidata”:https://www.wikidata.org/wiki/Q7148389“,”display_name“:”模式识别(心理学)“,”level“:2,”score“:0.37957445},{”id“:”https://openalex.org/C127413603,“wikidata”:https://www.wikidata.org/wiki/Q11023“,”display_name“:”工程“,”级别“:0,”分数“:0.0},{”id“:”https://openalex.org/C147176958,“wikidata”:https://www.wikidata.org/wiki/Q77590“,”display_name“:”土木工程“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:2,”location“:[{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1007/978-3-031-16452-1_20“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S106296714“,”“display_name”“:”“计算机科学课堂讲稿”“,”issn_l“:”0302-9743“,”isn“:[”0302-7743“、”1611-3349“],”is_oa“:false,”is_in_doaj“:false,”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/2206.12798,“pdf_url”:https://arxiv.org/pdf/2206.12798,“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,”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}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://arxiv.org/abs/2206.12798,“pdf_url”:https://arxiv.org/pdf/2206.12798,“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,”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“:”素质教育“,”id“:”https://metadata.un.org/sdg/4“,”score“:0.4}],”grants“:[],”datasets“:[],”versions“:[】,”referenced_works_count“:10,”referrenced_works“:【”https://openalex.org/W2118246710","https://openalex.org/W2997512706","https://openalex.org/W3038704997","https://openalex.org/W3135547872","https://openalex.org/W3176719058","https://openalex.org/W3201663056","https://openalex.org/W3202476840","https://openalex.org/W4224294196","https://openalex.org/W4226277663","https://openalex.org/W4313156423“],”related_works“:[”https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W4312192474","https://openalex.org/W4306674287","https://openalex.org/W3209574120","https://openalex.org/W3170094116","https://openalex.org/W3107602296","https://openalex.org/W3046775127","https://openalex.org/W2961085424","https://openalex.org/W2033914206“],”ngrams_url“:”https://api.openalex.org/works/W4283704078/ngrams网站“,”“abstract_inverted_index”:{“With”:[0],“the”:[1,21,28,56,60,69,74,78,95116136147151155],“development”:[2],“of”:[3,23,71,80121159],“computerative”:[4],“ophericy”:[5],“deep”:[6],“learning”:[7,46,98],“methods”:[8,53],“for”:[9],“Gleason”:[10,49113],“grading”:[1114],“through”:[12],“整体”:[13],“幻灯片”:[14117],“图像”:[15],“(WSI)“:[16],”有“:[17],”优秀“:[18],”前景。“:[19],”自“:[20],”大小“:[22],”WSI“:[24],”是“:[25125165],”极端“:[26],”大“:[27],”图像“:[29],“标签”:[30,35,58105],”通常“:[31],”包含“:[32],”仅“:[33,54],”幻灯片级别“:[34,57104],”或“:[36],”限制“:[37,61],”像素级别“:[38,62,75,81],“标签。“:[39,82],”The“:[40100119162],”current“:[41],”主流“:[42],”approach“:[43],”takes“:[44],”multi-instance“:[45],”to“:[47109],”predict“:[48],”grades。“:[50],”然而,“:[51],”一些“:[52],”考虑“:[55,73],”忽略“:[59],”标签“:[63,76108124],”包含“:[64],”丰富“:[65],”本地“:[66],”信息。“:[67],”“此外,”“:[68],”方法“:[70],”另外“:[72],”忽略“:[77],”不准确“:[79],”收件人“:[83],”地址“:[84],”这些“:[85],”问题“:[86],”我们“:[87],”建议“:[88],”a“:[89],”混合“:[90137],”监督“:[91138],”变压器“:[92],”基于“:[93],”根据“:[94146],”多个“:[96],”实例“:[97160],”框架“:[99],”模型“:[101],”利用“:[102],”both“:[103],”and“:[106150],”instancelevel“:[107123],”reacieve“:[110142],”more“:[111],”accurate“:[112156],”at“:[115167],”level。“:[118161],“影响”:[120],“不准确”:[122],“进一步”:[126],“减少”:[127],“通过”:[128],“引入”:[129],“一个”:[130],“高效”:[131],“随机”:[132],“屏蔽”:[133],“策略”:[134],“in”:[135],“训练”:[139],“过程”。“:[140],“我们”:[141],“最先进”:[144],“性能”:[145],“SICAPv2”:[148],“数据集”:[149],“可视化”:[152],“分析”:[153],“显示”:[154],“预测”:[157],“结果”:[158],“源”:[163],“代码”:[164],“可用”:[166],”https://github.com/bianhao123/混合监督":[168],".“:[169]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W4283704078”,“counts_by_year”:[{“year”:2024,“cited_by_count”:1},{“year”:2023,“cited_by_count”:1}],“updated_date”:“2024-06-22T18:32:40.050199”,“created_date”:“2022-06-30”}