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Deep Learning and Convolutional Neural Networks for Medical Image Computing最新文献

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Automatic Pancreas Segmentation Using Coarse-to-Fine Superpixel Labeling 基于粗到精超像素标记的胰腺自动分割
Deep Learning and Convolutional Neural Networks for Medical Image Computing Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-42999-1_16
A. Farag, Le Lu, H. Roth, Jiamin Liu, E. Turkbey, R. Summers
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引用次数: 6
Fully Automated Segmentation Using Distance Regularised Level Set and Deep-Structured Learning and Inference 使用距离正则化水平集和深度结构化学习和推理的全自动分割
Deep Learning and Convolutional Neural Networks for Medical Image Computing Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-42999-1_12
T. Ngo, G. Carneiro
{"title":"Fully Automated Segmentation Using Distance Regularised Level Set and Deep-Structured Learning and Inference","authors":"T. Ngo, G. Carneiro","doi":"10.1007/978-3-319-42999-1_12","DOIUrl":"https://doi.org/10.1007/978-3-319-42999-1_12","url":null,"abstract":"","PeriodicalId":122248,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Image Computing","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128969646","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: 6
Deep Learning Based Automatic Segmentation of Pathological Kidney in CT: Local Versus Global Image Context 基于深度学习的病理肾脏CT自动分割:局部与全局图像背景
Deep Learning and Convolutional Neural Networks for Medical Image Computing Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-42999-1_14
Yefeng Zheng, David Liu, B. Georgescu, Daguang Xu, D. Comaniciu
{"title":"Deep Learning Based Automatic Segmentation of Pathological Kidney in CT: Local Versus Global Image Context","authors":"Yefeng Zheng, David Liu, B. Georgescu, Daguang Xu, D. Comaniciu","doi":"10.1007/978-3-319-42999-1_14","DOIUrl":"https://doi.org/10.1007/978-3-319-42999-1_14","url":null,"abstract":"","PeriodicalId":122248,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Image Computing","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126072332","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: 21
Deep Learning for Histopathological Image Analysis: Towards Computerized Diagnosis on Cancers 组织病理图像分析的深度学习:迈向癌症的计算机诊断
Deep Learning and Convolutional Neural Networks for Medical Image Computing Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-42999-1_6
Jun Xu, Chao Zhou, Bing Lang, Qingshan Liu
{"title":"Deep Learning for Histopathological Image Analysis: Towards Computerized Diagnosis on Cancers","authors":"Jun Xu, Chao Zhou, Bing Lang, Qingshan Liu","doi":"10.1007/978-3-319-42999-1_6","DOIUrl":"https://doi.org/10.1007/978-3-319-42999-1_6","url":null,"abstract":"","PeriodicalId":122248,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Image Computing","volume":"262 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131491631","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: 32
Efficient False Positive Reduction in Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation 基于卷积神经网络和随机视图聚合的计算机辅助检测中假阳性的有效降低
Deep Learning and Convolutional Neural Networks for Medical Image Computing Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-42999-1_3
H. Roth, Le Lu, Jiamin Liu, Jianhua Yao, Ari Seff, Kevin M. Cherry, Lauren Kim, R. Summers
{"title":"Efficient False Positive Reduction in Computer-Aided Detection Using Convolutional Neural Networks and Random View Aggregation","authors":"H. Roth, Le Lu, Jiamin Liu, Jianhua Yao, Ari Seff, Kevin M. Cherry, Lauren Kim, R. Summers","doi":"10.1007/978-3-319-42999-1_3","DOIUrl":"https://doi.org/10.1007/978-3-319-42999-1_3","url":null,"abstract":"","PeriodicalId":122248,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Image Computing","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117312254","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
Fully Convolutional Networks in Medical Imaging: Applications to Image Enhancement and Recognition 医学成像中的全卷积网络:图像增强和识别的应用
Deep Learning and Convolutional Neural Networks for Medical Image Computing Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-42999-1_10
Christian F. Baumgartner, O. Oktay, D. Rueckert
{"title":"Fully Convolutional Networks in Medical Imaging: Applications to Image Enhancement and Recognition","authors":"Christian F. Baumgartner, O. Oktay, D. Rueckert","doi":"10.1007/978-3-319-42999-1_10","DOIUrl":"https://doi.org/10.1007/978-3-319-42999-1_10","url":null,"abstract":"","PeriodicalId":122248,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Image Computing","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127100520","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: 6
Interleaved Text/Image Deep Mining on a Large-Scale Radiology Image Database 基于大规模放射学图像数据库的交错文本/图像深度挖掘
Deep Learning and Convolutional Neural Networks for Medical Image Computing Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-42999-1_17
Hoo-Chang Shin, Le Lu, Lauren Kim, Ari Seff, Jianhua Yao, R. Summers
{"title":"Interleaved Text/Image Deep Mining on a Large-Scale Radiology Image Database","authors":"Hoo-Chang Shin, Le Lu, Lauren Kim, Ari Seff, Jianhua Yao, R. Summers","doi":"10.1007/978-3-319-42999-1_17","DOIUrl":"https://doi.org/10.1007/978-3-319-42999-1_17","url":null,"abstract":"","PeriodicalId":122248,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Image Computing","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132001683","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: 12
Interstitial Lung Diseases via Deep Convolutional Neural Networks: Segmentation Label Propagation, Unordered Pooling and Cross-Dataset Learning 基于深度卷积神经网络的间质性肺疾病:分割标签传播、无序池化和交叉数据集学习
Deep Learning and Convolutional Neural Networks for Medical Image Computing Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-42999-1_7
Mingchen Gao, Ziyue Xu, D. Mollura
{"title":"Interstitial Lung Diseases via Deep Convolutional Neural Networks: Segmentation Label Propagation, Unordered Pooling and Cross-Dataset Learning","authors":"Mingchen Gao, Ziyue Xu, D. Mollura","doi":"10.1007/978-3-319-42999-1_7","DOIUrl":"https://doi.org/10.1007/978-3-319-42999-1_7","url":null,"abstract":"","PeriodicalId":122248,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Image Computing","volume":"450 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134350406","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
Three Aspects on Using Convolutional Neural Networks for Computer-Aided Detection in Medical Imaging 卷积神经网络在医学影像计算机辅助检测中的三个方面研究
Deep Learning and Convolutional Neural Networks for Medical Image Computing Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-42999-1_8
Hoo-Chang Shin, H. Roth, Mingchen Gao, Le Lu, Ziyue Xu, Isabella Nogues, Jianhua Yao, D. Mollura, R. Summers
{"title":"Three Aspects on Using Convolutional Neural Networks for Computer-Aided Detection in Medical Imaging","authors":"Hoo-Chang Shin, H. Roth, Mingchen Gao, Le Lu, Ziyue Xu, Isabella Nogues, Jianhua Yao, D. Mollura, R. Summers","doi":"10.1007/978-3-319-42999-1_8","DOIUrl":"https://doi.org/10.1007/978-3-319-42999-1_8","url":null,"abstract":"","PeriodicalId":122248,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Image Computing","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132705314","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
Deep Learning and Computer-Aided Diagnosis for Medical Image Processing: A Personal Perspective 医学图像处理中的深度学习和计算机辅助诊断:个人视角
Deep Learning and Convolutional Neural Networks for Medical Image Computing Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-42999-1_1
R. Summers
{"title":"Deep Learning and Computer-Aided Diagnosis for Medical Image Processing: A Personal Perspective","authors":"R. Summers","doi":"10.1007/978-3-319-42999-1_1","DOIUrl":"https://doi.org/10.1007/978-3-319-42999-1_1","url":null,"abstract":"","PeriodicalId":122248,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Image Computing","volume":"293 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116870591","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: 15
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