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

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Cell Detection with Deep Learning Accelerated by Sparse Kernel 基于稀疏核加速的深度学习细胞检测
Deep Learning and Convolutional Neural Networks for Medical Image Computing Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-42999-1_9
Junzhou Huang, Zheng Xu
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引用次数: 3
Review of Deep Learning Methods in Mammography, Cardiovascular, and Microscopy Image Analysis 乳房x线摄影、心血管和显微图像分析中的深度学习方法综述
Deep Learning and Convolutional Neural Networks for Medical Image Computing Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-42999-1_2
G. Carneiro, Yefeng Zheng, F. Xing, L. Yang
{"title":"Review of Deep Learning Methods in Mammography, Cardiovascular, and Microscopy Image Analysis","authors":"G. Carneiro, Yefeng Zheng, F. Xing, L. Yang","doi":"10.1007/978-3-319-42999-1_2","DOIUrl":"https://doi.org/10.1007/978-3-319-42999-1_2","url":null,"abstract":"","PeriodicalId":122248,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Image Computing","volume":"77 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120899953","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: 39
On the Necessity of Fine-Tuned Convolutional Neural Networks for Medical Imaging 精细卷积神经网络在医学成像中的必要性
Deep Learning and Convolutional Neural Networks for Medical Image Computing Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-42999-1_11
Nima Tajbakhsh, Jae Y. Shin, S. Gurudu, R. T. Hurst, Christopher B. Kendall, M. Gotway, Jianming Liang
{"title":"On the Necessity of Fine-Tuned Convolutional Neural Networks for Medical Imaging","authors":"Nima Tajbakhsh, Jae Y. Shin, S. Gurudu, R. T. Hurst, Christopher B. Kendall, M. Gotway, Jianming Liang","doi":"10.1007/978-3-319-42999-1_11","DOIUrl":"https://doi.org/10.1007/978-3-319-42999-1_11","url":null,"abstract":"","PeriodicalId":122248,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Image Computing","volume":"9 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":"116950827","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: 13
Combining Deep Learning and Structured Prediction for Segmenting Masses in Mammograms 结合深度学习和结构化预测的乳房x光片肿块分割
Deep Learning and Convolutional Neural Networks for Medical Image Computing Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-42999-1_13
Neeraj Dhungel, G. Carneiro, A. Bradley
{"title":"Combining Deep Learning and Structured Prediction for Segmenting Masses in Mammograms","authors":"Neeraj Dhungel, G. Carneiro, A. Bradley","doi":"10.1007/978-3-319-42999-1_13","DOIUrl":"https://doi.org/10.1007/978-3-319-42999-1_13","url":null,"abstract":"","PeriodicalId":122248,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Image Computing","volume":"243 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":"126043978","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
Robust Landmark Detection in Volumetric Data with Efficient 3D Deep Learning 基于高效3D深度学习的体积数据鲁棒地标检测
Deep Learning and Convolutional Neural Networks for Medical Image Computing Pub Date : 1900-01-01 DOI: 10.1007/978-3-319-42999-1_4
Yefeng Zheng, David Liu, B. Georgescu, H. Nguyen, D. Comaniciu
{"title":"Robust Landmark Detection in Volumetric Data with Efficient 3D Deep Learning","authors":"Yefeng Zheng, David Liu, B. Georgescu, H. Nguyen, D. Comaniciu","doi":"10.1007/978-3-319-42999-1_4","DOIUrl":"https://doi.org/10.1007/978-3-319-42999-1_4","url":null,"abstract":"","PeriodicalId":122248,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Image Computing","volume":"106 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":"116048074","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: 2
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