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Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics最新文献

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Deep Learning for Functional Brain Connectivity: Are We There Yet? 脑功能连接的深度学习:我们做到了吗?
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_17
Harish RaviPrakash, Arjun Watane, S. Jambawalikar, Ulas Bagci
{"title":"Deep Learning for Functional Brain Connectivity: Are We There Yet?","authors":"Harish RaviPrakash, Arjun Watane, S. Jambawalikar, Ulas Bagci","doi":"10.1007/978-3-030-13969-8_17","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_17","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","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":"129428892","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
Generative Low-Dose CT Image Denoising 生成式低剂量CT图像去噪
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_14
Qingsong Yang, Pingkun Yan, Yanbo Zhang, Hengyong Yu, Yongyi Shi, X. Mou, M. Kalra, Yi Zhang, Ling Sun, Ge Wang
{"title":"Generative Low-Dose CT Image Denoising","authors":"Qingsong Yang, Pingkun Yan, Yanbo Zhang, Hengyong Yu, Yongyi Shi, X. Mou, M. Kalra, Yi Zhang, Ling Sun, Ge Wang","doi":"10.1007/978-3-030-13969-8_14","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_14","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"43 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":"114847220","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
Anisotropic Hybrid Network for Cross-Dimension Transferable Feature Learning in 3D Medical Images 三维医学图像跨维可转移特征学习的各向异性混合网络
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_10
Siqi Liu, Daguang Xu, S. Zhou, Sasa Grbic, Weidong (Tom) Cai, D. Comaniciu
{"title":"Anisotropic Hybrid Network for Cross-Dimension Transferable Feature Learning in 3D Medical Images","authors":"Siqi Liu, Daguang Xu, S. Zhou, Sasa Grbic, Weidong (Tom) Cai, D. Comaniciu","doi":"10.1007/978-3-030-13969-8_10","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_10","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"12 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":"128496339","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
Agent-Based Methods for Medical Image Registration 基于agent的医学图像配准方法
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_16
S. Miao, Rui Liao
{"title":"Agent-Based Methods for Medical Image Registration","authors":"S. Miao, Rui Liao","doi":"10.1007/978-3-030-13969-8_16","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_16","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"223 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":"116174221","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: 8
ChestX-ray: Hospital-Scale Chest X-ray Database and Benchmarks on Weakly Supervised Classification and Localization of Common Thorax Diseases 胸部x线:医院规模胸部x线数据库和常见胸部疾病弱监督分类和定位的基准
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_18
Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, M. Bagheri, R. Summers
{"title":"ChestX-ray: Hospital-Scale Chest X-ray Database and Benchmarks on Weakly Supervised Classification and Localization of Common Thorax Diseases","authors":"Xiaosong Wang, Yifan Peng, Le Lu, Zhiyong Lu, M. Bagheri, R. Summers","doi":"10.1007/978-3-030-13969-8_18","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_18","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"32 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":"124602254","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: 2430
Deep Spatial-Temporal Convolutional Neural Networks for Medical Image Restoration 深度时空卷积神经网络用于医学图像恢复
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_13
Yao Xiao, Skylar E. Stolte, Peng Liu, Yun Liang, P. Sanelli, Ajay Gupta, J. Ivanidze, R. Fang
{"title":"Deep Spatial-Temporal Convolutional Neural Networks for Medical Image Restoration","authors":"Yao Xiao, Skylar E. Stolte, Peng Liu, Yun Liang, P. Sanelli, Ajay Gupta, J. Ivanidze, R. Fang","doi":"10.1007/978-3-030-13969-8_13","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_13","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"140 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":"116501367","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
Simultaneous Super-Resolution and Cross-Modality Synthesis in Magnetic Resonance Imaging 磁共振成像中同时超分辨率和跨模态合成
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_21
Yawen Huang, Ling Shao, Alejandro F Frangi
{"title":"Simultaneous Super-Resolution and Cross-Modality Synthesis in Magnetic Resonance Imaging","authors":"Yawen Huang, Ling Shao, Alejandro F Frangi","doi":"10.1007/978-3-030-13969-8_21","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_21","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"71 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":"116011078","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: 10
Unsupervised Domain Adaptation of ConvNets for Medical Image Segmentation via Adversarial Learning 基于对抗学习的医学图像分割的无监督域自适应卷积神经网络
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_5
Q. Dou, Cheng Chen, C. Ouyang, Hao Chen, P. Heng
{"title":"Unsupervised Domain Adaptation of ConvNets for Medical Image Segmentation via Adversarial Learning","authors":"Q. Dou, Cheng Chen, C. Ouyang, Hao Chen, P. Heng","doi":"10.1007/978-3-030-13969-8_5","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_5","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"35 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":"124969099","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
Deep Learning for Muscle Pathology Image Analysis 肌肉病理图像分析的深度学习
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_2
Yuanpu Xie, Fujun Liu, F. Xing, Lin Yang
{"title":"Deep Learning for Muscle Pathology Image Analysis","authors":"Yuanpu Xie, Fujun Liu, F. Xing, Lin Yang","doi":"10.1007/978-3-030-13969-8_2","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_2","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"54 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":"132519881","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
Automatic Vertebra Labeling in Large-Scale Medical Images Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization 基于信息传递和稀疏正则化的深度图像到图像网络的大规模医学图像椎体自动标记
Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics
Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-13969-8_9
Dong Yang, T. Xiong, Daguang Xu
{"title":"Automatic Vertebra Labeling in Large-Scale Medical Images Using Deep Image-to-Image Network with Message Passing and Sparsity Regularization","authors":"Dong Yang, T. Xiong, Daguang Xu","doi":"10.1007/978-3-030-13969-8_9","DOIUrl":"https://doi.org/10.1007/978-3-030-13969-8_9","url":null,"abstract":"","PeriodicalId":240082,"journal":{"name":"Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics","volume":"44 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":"132070707","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
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