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Modality Conversion from Pathological Image to Ultrasonic Image Using Convolutional Neural Network 基于卷积神经网络的病理图像到超声图像的模态转换
COMPAY/OMIA@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00949-6_13
T. Ohnishi, Shu Kashio, Takuya Ogawa, Kazuyo Ito, S. Makhanov, Tadashi Yamaguchi, Y. Iwadate, H. Haneishi
{"title":"Modality Conversion from Pathological Image to Ultrasonic Image Using Convolutional Neural Network","authors":"T. Ohnishi, Shu Kashio, Takuya Ogawa, Kazuyo Ito, S. Makhanov, Tadashi Yamaguchi, Y. Iwadate, H. Haneishi","doi":"10.1007/978-3-030-00949-6_13","DOIUrl":"https://doi.org/10.1007/978-3-030-00949-6_13","url":null,"abstract":"","PeriodicalId":255099,"journal":{"name":"COMPAY/OMIA@MICCAI","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129277644","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Structure Instance Segmentation in Renal Tissue: A Case Study on Tubular Immune Cell Detection 肾组织结构实例分割:以小管免疫细胞检测为例
COMPAY/OMIA@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00949-6_14
Thomas de Bel, M. Hermsen, G. Litjens, J. Laak
{"title":"Structure Instance Segmentation in Renal Tissue: A Case Study on Tubular Immune Cell Detection","authors":"Thomas de Bel, M. Hermsen, G. Litjens, J. Laak","doi":"10.1007/978-3-030-00949-6_14","DOIUrl":"https://doi.org/10.1007/978-3-030-00949-6_14","url":null,"abstract":"","PeriodicalId":255099,"journal":{"name":"COMPAY/OMIA@MICCAI","volume":"295 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134313943","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Construction of a Generative Model of H&E Stained Pathology Images of Pancreas Tumors Conditioned by a Voxel Value of MRI Image 以MRI图像体素值为条件的胰腺肿瘤H&E染色病理图像生成模型的构建
COMPAY/OMIA@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00949-6_4
Tomoshige Shimomura, M. Kugler, Tatsuya Yokota, C. Iwamoto, K. Ohuchida, M. Hashizume, H. Hontani
{"title":"Construction of a Generative Model of H&E Stained Pathology Images of Pancreas Tumors Conditioned by a Voxel Value of MRI Image","authors":"Tomoshige Shimomura, M. Kugler, Tatsuya Yokota, C. Iwamoto, K. Ohuchida, M. Hashizume, H. Hontani","doi":"10.1007/978-3-030-00949-6_4","DOIUrl":"https://doi.org/10.1007/978-3-030-00949-6_4","url":null,"abstract":"","PeriodicalId":255099,"journal":{"name":"COMPAY/OMIA@MICCAI","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132950603","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Ocular Structures Segmentation from Multi-sequences MRI Using 3D Unet with Fully Connected CRFs 基于全连通CRFs的3D Unet多序列MRI眼部结构分割
COMPAY/OMIA@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00949-6_20
Huu-Giao Nguyen, A. Pica, P. Maeder, A. Schalenbourg, M. Peroni, J. Hrbáček, D. Weber, M. Cuadra, R. Sznitman
{"title":"Ocular Structures Segmentation from Multi-sequences MRI Using 3D Unet with Fully Connected CRFs","authors":"Huu-Giao Nguyen, A. Pica, P. Maeder, A. Schalenbourg, M. Peroni, J. Hrbáček, D. Weber, M. Cuadra, R. Sznitman","doi":"10.1007/978-3-030-00949-6_20","DOIUrl":"https://doi.org/10.1007/978-3-030-00949-6_20","url":null,"abstract":"","PeriodicalId":255099,"journal":{"name":"COMPAY/OMIA@MICCAI","volume":"103 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126833421","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 9
Significance of Hyperparameter Optimization for Metastasis Detection in Breast Histology Images 超参数优化对乳腺组织学图像转移检测的意义
COMPAY/OMIA@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00949-6_17
Navid Alemi Koohbanani, Talha Qaiser, M. Shaban, Jevgenij Gamper, N. Rajpoot
{"title":"Significance of Hyperparameter Optimization for Metastasis Detection in Breast Histology Images","authors":"Navid Alemi Koohbanani, Talha Qaiser, M. Shaban, Jevgenij Gamper, N. Rajpoot","doi":"10.1007/978-3-030-00949-6_17","DOIUrl":"https://doi.org/10.1007/978-3-030-00949-6_17","url":null,"abstract":"","PeriodicalId":255099,"journal":{"name":"COMPAY/OMIA@MICCAI","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129805464","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Explaining Convolutional Neural Networks for Area Estimation of Choroidal Neovascularization via Genetic Programming 用遗传规划解释卷积神经网络在脉络膜新生血管面积估计中的应用
COMPAY/OMIA@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00949-6_25
Yibiao Rong, Kai Yu, Dehui Xiang, Weifang Zhu, Zhun Fan, Xinjian Chen
{"title":"Explaining Convolutional Neural Networks for Area Estimation of Choroidal Neovascularization via Genetic Programming","authors":"Yibiao Rong, Kai Yu, Dehui Xiang, Weifang Zhu, Zhun Fan, Xinjian Chen","doi":"10.1007/978-3-030-00949-6_25","DOIUrl":"https://doi.org/10.1007/978-3-030-00949-6_25","url":null,"abstract":"","PeriodicalId":255099,"journal":{"name":"COMPAY/OMIA@MICCAI","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114445707","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Role of Task Complexity and Training in Crowdsourced Image Annotation 任务复杂度和训练在众包图像标注中的作用
COMPAY/OMIA@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00949-6_6
N. Schaadt, A. Grote, G. Forestier, Cédric Wemmert, F. Feuerhake
{"title":"Role of Task Complexity and Training in Crowdsourced Image Annotation","authors":"N. Schaadt, A. Grote, G. Forestier, Cédric Wemmert, F. Feuerhake","doi":"10.1007/978-3-030-00949-6_6","DOIUrl":"https://doi.org/10.1007/978-3-030-00949-6_6","url":null,"abstract":"","PeriodicalId":255099,"journal":{"name":"COMPAY/OMIA@MICCAI","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117266693","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Cellular Community Detection for Tissue Phenotyping in Histology Images 组织学图像中组织表型的细胞群落检测
COMPAY/OMIA@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00949-6_15
S. Javed, M. Fraz, David B. A. Epstein, D. Snead, N. Rajpoot
{"title":"Cellular Community Detection for Tissue Phenotyping in Histology Images","authors":"S. Javed, M. Fraz, David B. A. Epstein, D. Snead, N. Rajpoot","doi":"10.1007/978-3-030-00949-6_15","DOIUrl":"https://doi.org/10.1007/978-3-030-00949-6_15","url":null,"abstract":"","PeriodicalId":255099,"journal":{"name":"COMPAY/OMIA@MICCAI","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129189557","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 19
Local Estimation of the Degree of Optic Disc Swelling from Color Fundus Photography 彩色眼底摄影视盘肿胀程度的局部估计
COMPAY/OMIA@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00949-6_33
Samuel S. Johnson, Jui-Kai Wang, Mohammad Shafkat Islam, M. Thurtell, R. Kardon, M. Garvin
{"title":"Local Estimation of the Degree of Optic Disc Swelling from Color Fundus Photography","authors":"Samuel S. Johnson, Jui-Kai Wang, Mohammad Shafkat Islam, M. Thurtell, R. Kardon, M. Garvin","doi":"10.1007/978-3-030-00949-6_33","DOIUrl":"https://doi.org/10.1007/978-3-030-00949-6_33","url":null,"abstract":"","PeriodicalId":255099,"journal":{"name":"COMPAY/OMIA@MICCAI","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124724240","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
DeepCerv: Deep Neural Network for Segmentation Free Robust Cervical Cell Classification DeepCerv:基于深度神经网络的无分割鲁棒宫颈细胞分类
COMPAY/OMIA@MICCAI Pub Date : 2018-09-20 DOI: 10.1007/978-3-030-00949-6_11
O. U. N. Jith, K. K. Harinarayanan, Srishti Gautam, A. Bhavsar, A. Sao
{"title":"DeepCerv: Deep Neural Network for Segmentation Free Robust Cervical Cell Classification","authors":"O. U. N. Jith, K. K. Harinarayanan, Srishti Gautam, A. Bhavsar, A. Sao","doi":"10.1007/978-3-030-00949-6_11","DOIUrl":"https://doi.org/10.1007/978-3-030-00949-6_11","url":null,"abstract":"","PeriodicalId":255099,"journal":{"name":"COMPAY/OMIA@MICCAI","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115555402","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 28
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