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A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises 期刊论文
PROCEEDINGS OF THE IEEE, 2021, 卷号: 109, 期号: 5, 页码: 820-838
作者:  Zhou, S. Kevin;  Greenspan, Hayit;  Davatzikos, Christos;  Duncan, James S.;  Van Ginneken, Bram;  Madabhushi, Anant;  Prince, Jerry L.;  Rueckert, Daniel;  Summers, Ronald M.
收藏  |  浏览/下载:34/0  |  提交时间:2021/12/01
Imaging  Medical diagnostic imaging  Image segmentation  Diseases  Task analysis  Medical services  Computed tomography  Deep learning (DL)  medical imaging  survey  
A Comprehensive Survey on Transfer Learning 期刊论文
PROCEEDINGS OF THE IEEE, 2021, 卷号: 109, 期号: 1, 页码: 43-76
作者:  Zhuang, Fuzhen;  Qi, Zhiyuan;  Duan, Keyu;  Xi, Dongbo;  Zhu, Yongchun;  Zhu, Hengshu;  Xiong, Hui;  He, Qing
收藏  |  浏览/下载:59/0  |  提交时间:2021/12/01
Task analysis  Semisupervised learning  Data models  Covariance matrices  Machine learning  Adaptation models  Kernel  Domain adaptation  interpretation  machine learning  transfer learning  
Self-Aware Neural Network Systems: A Survey and New Perspective 期刊论文
PROCEEDINGS OF THE IEEE, 2020, 卷号: 108, 期号: 7, 页码: 1047-1067
作者:  Du, Zidong;  Guo, Qi;  Zhao, Yongwei;  Chen, Yunji;  Xu, Zhiwei;  Zhi, Tian
收藏  |  浏览/下载:49/0  |  提交时间:2020/12/10
Artificial neural networks  Neurons  Self-aware  Monitoring  Sensors  Program processors  Logic gates  Self-aware neural network (NN) processors  
A Survey on Edge Computing Systems and Tools 期刊论文
PROCEEDINGS OF THE IEEE, 2019, 卷号: 107, 期号: 8, 页码: 1537-1562
作者:  Liu, Fang;  Tang, Guoming;  Li, Youhuizi;  Cai, Zhiping;  Zhang, Xingzhou;  Zhou, Tongqing
收藏  |  浏览/下载:34/0  |  提交时间:2020/12/10
Deep learning optimization  edge computing systems  energy efficiency  open-source tools  survey  
Parallel Processing Systems for Big Data: A Survey 期刊论文
PROCEEDINGS OF THE IEEE, 2016, 卷号: 104, 期号: 11, 页码: 2114-2136
作者:  Zhang, Yunquan;  Cao, Ting;  Li, Shigang;  Tian, Xinhui;  Yuan, Liang;  Jia, Haipeng;  Vasilakos, Athanasios V.
收藏  |  浏览/下载:55/0  |  提交时间:2019/12/13
Big data  machine learning  MapReduce  parallel processing  SQL  survey