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A Spatially Constrained Deep Learning Framework for Detection of Epithelial Tumor Nuclei in Cancer Histology Images 基于空间约束的深度学习框架在肿瘤组织学图像中检测上皮肿瘤细胞核
Patch-MI@MICCAI Pub Date : 2015-10-09 DOI: 10.1007/978-3-319-28194-0_19
K. Sirinukunwattana, S. Raza, Y. Tsang, D. Snead, I. Cree, N. Rajpoot
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引用次数: 28
A Novel Cell Orientation Congruence Descriptor for Superpixel Based Epithelium Segmentation in Endometrial Histology Images 子宫内膜组织学图像中基于超像素的上皮分割的一种新的细胞取向一致性描述符
Patch-MI@MICCAI Pub Date : 2015-10-09 DOI: 10.1007/978-3-319-28194-0_21
Guannan Li, S. Raza, N. Rajpoot
{"title":"A Novel Cell Orientation Congruence Descriptor for Superpixel Based Epithelium Segmentation in Endometrial Histology Images","authors":"Guannan Li, S. Raza, N. Rajpoot","doi":"10.1007/978-3-319-28194-0_21","DOIUrl":"https://doi.org/10.1007/978-3-319-28194-0_21","url":null,"abstract":"","PeriodicalId":326584,"journal":{"name":"Patch-MI@MICCAI","volume":"286 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120964413","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
Automatic Hippocampus Labeling Using the Hierarchy of Sub-region Random Forests 基于子区域随机森林层次的海马体自动标记
Patch-MI@MICCAI Pub Date : 2015-10-09 DOI: 10.1007/978-3-319-28194-0_3
Lichi Zhang, Qian Wang, Yaozong Gao, Guorong Wu, D. Shen
{"title":"Automatic Hippocampus Labeling Using the Hierarchy of Sub-region Random Forests","authors":"Lichi Zhang, Qian Wang, Yaozong Gao, Guorong Wu, D. Shen","doi":"10.1007/978-3-319-28194-0_3","DOIUrl":"https://doi.org/10.1007/978-3-319-28194-0_3","url":null,"abstract":"","PeriodicalId":326584,"journal":{"name":"Patch-MI@MICCAI","volume":"216 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122386116","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
Improving Accuracy of Automatic Hippocampus Segmentation in Routine MRI by Features Learned from Ultra-High Field MRI 利用超高场MRI特征提高常规MRI海马自动分割的准确性
Patch-MI@MICCAI Pub Date : 2015-10-09 DOI: 10.1007/978-3-319-28194-0_5
Shuyu Li, F. Shi, Guangkai Ma, Minjeong Kim, D. Shen
{"title":"Improving Accuracy of Automatic Hippocampus Segmentation in Routine MRI by Features Learned from Ultra-High Field MRI","authors":"Shuyu Li, F. Shi, Guangkai Ma, Minjeong Kim, D. Shen","doi":"10.1007/978-3-319-28194-0_5","DOIUrl":"https://doi.org/10.1007/978-3-319-28194-0_5","url":null,"abstract":"","PeriodicalId":326584,"journal":{"name":"Patch-MI@MICCAI","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125644746","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
Efficient Multi-scale Patch-Based Segmentation 高效的多尺度补丁分割
Patch-MI@MICCAI Pub Date : 2015-10-09 DOI: 10.1007/978-3-319-28194-0_25
Abinash Pant, David Rivest-Hénault, P. Bourgeat
{"title":"Efficient Multi-scale Patch-Based Segmentation","authors":"Abinash Pant, David Rivest-Hénault, P. Bourgeat","doi":"10.1007/978-3-319-28194-0_25","DOIUrl":"https://doi.org/10.1007/978-3-319-28194-0_25","url":null,"abstract":"","PeriodicalId":326584,"journal":{"name":"Patch-MI@MICCAI","volume":"146 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125134876","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
Dual-Layer ℓ1-Graph Embedding for Semi-supervised Image Labeling 半监督图像标注的双层1-图嵌入
Patch-MI@MICCAI Pub Date : 2015-10-09 DOI: 10.1007/978-3-319-28194-0_6
Qian Wang, Guorong Wu, D. Shen
{"title":"Dual-Layer ℓ1-Graph Embedding for Semi-supervised Image Labeling","authors":"Qian Wang, Guorong Wu, D. Shen","doi":"10.1007/978-3-319-28194-0_6","DOIUrl":"https://doi.org/10.1007/978-3-319-28194-0_6","url":null,"abstract":"","PeriodicalId":326584,"journal":{"name":"Patch-MI@MICCAI","volume":"23 2-4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120908891","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
Efficient Lung Cancer Cell Detection with Deep Convolution Neural Network 基于深度卷积神经网络的肺癌细胞高效检测
Patch-MI@MICCAI Pub Date : 2015-10-09 DOI: 10.1007/978-3-319-28194-0_10
Zheng Xu, Junzhou Huang
{"title":"Efficient Lung Cancer Cell Detection with Deep Convolution Neural Network","authors":"Zheng Xu, Junzhou Huang","doi":"10.1007/978-3-319-28194-0_10","DOIUrl":"https://doi.org/10.1007/978-3-319-28194-0_10","url":null,"abstract":"","PeriodicalId":326584,"journal":{"name":"Patch-MI@MICCAI","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124297702","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: 18
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