{“id”:“https://openalex.org/W3003923966“,”doi“:”https://doi.org/10.1007/978-3-030-37969-8_13“,”title“:”U-Net Training with Instance-Layer Normalization“,”display_name“:”U-Net Training by Instance-Lay Normalizion“,”publication_year“:2019,”publiation_date“:”2019-12-19“,”ids“:{”openalex“:”https://openalex.org/W3003923966“,”doi“:”https://doi.org/10.1007/978-3-030-37969-8_13“,”mag“:”3003923966“},”language“:”en“,”primary_location“:{”is_oa“:false,”landing_page_url“:”https://doi.org/10.1007/978-3-030-37969-8_13“,”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“:[“crossref”],“open_access”:{“is_oa”:true,“oa_status”:“green”,“oa_url”:https://arxiv.org/pdf/1908.08466“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5030025128“,”display_name“:”周小云“,”兽人“:”https://orcid.org/0000-0001-7886-8596},“机构”:[{“id”:https://openalex.org/I47508984“,”display_name“:”伦敦帝国理工学院“,”ror“:”https://ror.org/041kmwe10“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I47508984“]}],”countries“:[”GB“],”is_corresponding“:true,”raw_author_name“:”Xiao-Yun Zhou“,”raw _affiliation_strings“:【”英国伦敦帝国理工学院哈姆林机器人外科中心“】,”affiliations“:[{”raw _affiliation_string“:”英国伦敦皇家学院哈姆琳机器人外科中心”,“institution_ids”:[”https://openalex.org/I47508984“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5101739544“,”display_name“:”李培超“,”兽人“:”https://orcid.org/0000-0002-3344-0294},“机构”:[{“id”:https://openalex.org/I47508984“,”display_name“:”伦敦帝国理工学院“,”ror“:”https://ror.org/041kmwe10“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I47508984“]}],”countries“:[”GB“],”is_corresponding“:false,”raw_author_name“:”Peichao Li“,”raw _affiliation_strings“:【”英国伦敦帝国理工学院哈姆林机器人外科中心“】,”affiliations“:[{”raw _affiliation_string“:”英国伦敦皇家理工学院汉姆林机器人手术中心“,”institution_ids“:[“https://openalex.org/I47508984“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5100356527“,”display_name“:”昭阳王“,”兽人“:”https://orcid.org/0000-0002-0391-1067},“机构”:[{“id”:https://openalex.org/I47508984“,”display_name“:”伦敦帝国理工学院“,”ror“:”https://ror.org/041kmwe10“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I47508984“]}],”countries“:[”GB“],”is_corresponding“:false,”raw_author_name“:”Zhao-Yang Wang“,”raw _affiliation_strings“:【”英国伦敦帝国理工学院哈姆林机器人外科中心“】,”affiliations“:[{”raw _affiliation_string“:”英国伦敦皇家理工学院汉姆林机器人手术中心“,”institution_ids“:[“https://openalex.org/I47508984“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5085036036“,”display_name“:”Guang\u2010ZhongYang“,”orcid“:”https://orcid.org/0000-0003-4060-4020},“机构”:[{“id”:https://openalex.org/I47508984“,”display_name“:”伦敦帝国理工学院“,”ror“:”https://ror.org/041kmwe10“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I47508984“]}],”countries“:[”GB“],”is_corresponding“:false,”raw_author_name“:”Guang-Zhong Yang“,”raw _affiliation_strings“:【”英国伦敦帝国理工学院哈姆林机器人外科中心“】,”affiliations“:[{”raw _affiliation_string“:”英国伦敦皇家理工学院汉姆林机器人手术中心“,”institution_ids“:[“”https://openalex.org/I47508984“]}]}],”institution_assertions“:[],”countries_distiction_count“:1,”institutions_disticent_count”:1,“corresponding_author_ids”:[“https://openalex.org/A5030025128“],”对应的机构ID“:[”https://openalex.org/I47508984“],”apc_list“:{“value”:5000,”currency“:”EUR“,”value_usd“:5392,”provenance“:”doaj“},”apc _payed“:null,”fwci“:0.542,”has_fulltext“:false,”cited_by_count“:4,”citation_normalized_percentile“:{”value“:0.754022,”is_in_top_1_percent“:false,”is_in_top_10_percennt“:fales},,“max”:80},“biblio”:{“volume”:空,“issue”:空first_page“:”101“,”last_page“:”108“},”is_retracted“:false,”is_paratext“:fase,”primary_topic“:{”id“:”https://openalex.org/T10036“,”“display_name”:“计算机视觉和图像识别深度学习”,“score”:0.9996,“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“}},”主题“:[{”id“:”https://openalex.org/T10036“,”“display_name”:“计算机视觉和图像识别深度学习”,“score”:0.9996,“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/T10052“,”display_name“:”图像分割技术“,”score“:0.9893,”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/T11994“,”display_name“:”中子成像与分析技术“,”score“:0.9773,”subfield“:{”id“:”https://openalex.org/subfields/3108“,”display_name“:”Radiation“},”field“:{”id“:”https://openalex.org/fields/31网址“,”display_name“:”物理学和天文学“},”域“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/normalization网站“,”display_name“:”规范化(社会学)“,”score“:0.916482},{”id“:”https://openalex.org/keywords/image-segmentation网站“,”display_name“:”图像分割“,”score“:0.525843},{”id“:”https://openalex.org/keywords/dormable-image-registration网址“,”display_name“:”可变形图像配准“,”score“:0.514011},{”id“:”https://openalex.org/keywords/image-re认知“,”display_name“:”图像识别“,”score“:0.51398}],”concepts“:[{”id“:”https://openalex.org/C136886441,“wikidata”:https://www.wikidata.org/wiki/Q926129“,”display_name“:”规范化(社会学)“,”level“:2,”score“:0.916482},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.7570293},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.6007306},{”id“:”https://openalex.org/C153180895,“wikidata”:https://www.wikidata.org/wiki/Q7148389“,”display_name“:”模式识别(心理学)“,”level“:2,”score“:0.55580705},{”id“:”https://openalex.org/C81363708,“wikidata”:https://www.wikidata.org/wiki/Q17084460“,”display_name“:”卷积神经网络“,”level“:2,”score“:0.5325127},{”id“:”https://openalex.org/C11413529,“wikidata”:https://www.wikidata.org/wiki/Q8366“,”display_name“:”Algorithm“,”level“:1,”score“:0.37964588},{”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/10.1007/978-3-030-37969-8_13“,”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/1908.08466,“pdf_url”:https://arxiv.org/pdf/1908.08466,“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“: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,”license_id“:null,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false}],”best_oa_location“:{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/1908.08466,“pdf_url”:https://arxiv.org/pdf/1908.08466,“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“: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“:[],“grants”:[]、“datasets”:【】,“versions”:【],“referenced_works_count”:14,“referrenced_works”:[”https://openalex.org/W1901129140","https://openalex.org/W2502312327","https://openalex.org/W2773060975","https://openalex.org/W2792101839","https://openalex.org/W2803808038","https://openalex.org/W2890119372","https://openalex.org/W2905562891","https://openalex.org/W2949117887","https://openalex.org/W2963300719","https://openalex.org/W2963399222","https://openalex.org/W2963685250","https://openalex.org/W2964068654","https://openalex.org/W3101907273","https://openalex.org/W4250482878“],”related_works“:[”https://openalex.org/W4321441197","https://openalex.org/W3011538607","https://openalex.org/W2953716828","https://openalex.org/W2944728705","https://openalex.org/W2904857019","https://openalex.org/W2904022177","https://openalex.org/W2591697403","https://openalex.org/W2051487156","https://openalex.org/W2042327336","https://openalex.org/W2033914206“],”abstract_inverted_index“:{“归一化”:[0,48115],”layers“:[1],”are“:[2],”essential“:[3],”in“:[4,35,75108],”a“:[5,99],”Deep“:[6],”Convolutional“:[7],”Neural“:[8],”Network“:9],”(DCNN)。“:[10],”Variable“:[11],”Normalization“:[12,61,66170],”methods“:[13,56,62171],”“have”:[14],“been”:[15],“proposed”:[16],“The”:[17134158],“statistics”:[18],“used”:[19],“to”:[20],“normalize”:[21],“the”:[22,40,53,78,92122126144155162180183],“feature”:[23,94127],“maps”:[24],“can”:[25],“be”:[26],“computed”:[27],“at”:[28,84],“batch”,“:[29],“channel”:[30],“or”:[31],“instance”:[32],“level”:[33],“然而”:[34],70],“大多数”:[36177],“of”:[37,52,87136143182],“现有”:[38],“方法”:[39],“for”:[42,67105125176],“each”:[43],“layer”:[44117],“is”:[45,50,81,96103118138],“fixed.”:[46],“Batch-Instance”:[47],“(BIN)”:[49],“one”:【51】,“first”:【54】,“proposed”:【55119163184】,“that”:【57161】,168],“实现”:[64],“多样化”:[65],“层次”:[69],“潜在”:[72],“问题”:[73],“exist”:[74],“BIN:”:[76],“first”,“:[77],“Clip”:[79],“function”:[80124],“not”:+82,97],“differentiable”:[83],“input”:[85],“values”:[86],“0”:[88],“1;”:[90],“second,”:[91],“combined”:[93],“map”:/95128],“with”:98172],“normalized”:[100],“distribution”:[101],“其中“:[102],“有害”:[104],“信号”:[106],“传播”:[107],“DCNN.”:[109],“In”:[110],“this”:[111],“paper”,“:[112],“an”:[113],“Instance-Layer”:[114],“(ILN)”:[116],“by”:[120],“using”:[121152],“Sigmoid”:[123],“combination”:[129],“cascading”:131],“group”:[132],“normalization”:[133],“performance”:[135],“ILN”:[137164],“validated”:%139],“on”:[140],“image”:[141],“分段”:[142],“右”:[145],“心室”:[146150],“(RV)”:[147],“左”:[149],“(LV)”:[151],“U-Net”:[153],“as”:[154],“network”:/156],“architecture”:[157],“results”:[159],“show”:[160],“excellents”:[165],“previous”:/166],“traditional”:[167],“popular”:[169],“notificable”:[173],“accuracy”:%174],“improgressions”:[175],“validations”:%178],“supporting”:[179],“effectivity”:[181],“ILN.”:[185]},“cited_by_api_url”:“https://api.openalex.org/works?filter=cites:W3003923966“,”counts_by_year“:[{”年份“:2023,”cited_by_count“:1},{”年“:2022,”ciped_by_cunt“:1},”{“年份”:2021,”cited_bycount“:2}],”updated_date“:”2024-09-17T04:08:19.705840“,”created_dates“:”2020年2月7日“}