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Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
作者:  Uichin Lee;  Gyuwon Jung;  Eun-Yeol Ma;  Jin San Kim;  Heepyung Kim;  Jumabek Alikhanov;  Youngtae Noh;  Heeyoung Kim
Adobe PDF(2887Kb)  |  收藏  |  浏览/下载：468/333  |  提交时间：2023/01/03
Causal inference  data-driven analytics framework  digital therapeutics (DTx)  mobile and wearable data  technical and behavioral engagement  
A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187
作者:  Qing Xu;  Min Wu;  Edwin Khoo;  Zhenghua Chen;  Xiaoli Li
Adobe PDF(6437Kb)  |  收藏  |  浏览/下载：188/67  |  提交时间：2023/01/03
Deep learning  early prediction  lithium-ion battery  remaining useful life (RUL)  
Multi-Cluster Feature Selection Based on Isometric Mapping 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 570-572
作者:  Yadi Wang;  Zefeng Zhang;  Yinghao Lin
Adobe PDF(767Kb)  |  收藏  |  浏览/下载：134/50  |  提交时间：2022/03/09
Domain-Invariant Similarity Activation Map Contrastive Learning for Retrieval-Based Long-Term Visual Localization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 313-328
作者:  Hanjiang Hu;  Hesheng Wang;  Zhe Liu;  Weidong Chen
Adobe PDF(20920Kb)  |  收藏  |  浏览/下载：227/44  |  提交时间：2021/11/03
Deep representation learning  place recognition  visual localization  
A Fusion Kalman Filter and UFIR Estimator Using the Influence Function Method 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 709-718
作者:  Wei Xue, Xiaoli Luan, Shunyi Zhao, Fei Liu
Adobe PDF(10221Kb)  |  收藏  |  浏览/下载：146/43  |  提交时间：2022/03/09
Fusion filter,influence function,Kalman filter (KF),robustness,unbiased finite impulse response (FIR)  
Learning a Deep Predictive Coding Network for a Semi-Supervised 3D-Hand Pose Estimation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1371-1379
作者:  Jamal Banzi;  Isack Bulugu;  Zhongfu Ye
浏览  |  Adobe PDF(8152Kb)  |  收藏  |  浏览/下载：95/31  |  提交时间：2021/03/11
Convolutional neural networks  deep learning  hand pose estimation  human-machine interaction  predictive coding  recurrent neural networks  unsupervised learning  
The Applications of Radiomics in Precision Diagnosis and Treatment of Oncology: Opportunities and Challenges 期刊论文
Theranostics, 2019, 卷号: 9, 期号: 5, 页码: 1303-1322
作者:  Liu, Zhenyu;  Wang, Shuo;  Dong, Di;  Wei, Jingwei;  Fang, Cheng;  Zhou, Xuezhi;  Sun, Kai;  Li, Longfei;  Li, Bo;  Wang, Meiyun;  Tian, Jie
浏览  |  Adobe PDF(2057Kb)  |  收藏  |  浏览/下载：874/528  |  提交时间：2019/04/30
Radiomics  Medical Imaging  Precision Diagnosis And Treatment  Oncology  
Deep learning provides a new computed tomography-based prognostic biomarker for recurrence prediction in high-grade serous ovarian cancer 期刊论文
Radiotherapy and Oncology, 2018, 期号: 132, 页码: 171-177
作者:  Wang, Shuo;  Liu, Zhenyu;  Rong, Yu;  Zhou, Bin;  Bai, Yan;  Wei, Wei;  Wei, Wei;  Wang, Meiyun;  Guo, Yingkun;  Tian, Jie
浏览  |  Adobe PDF(1623Kb)  |  收藏  |  浏览/下载：427/113  |  提交时间：2019/04/30
Deep Learning  High-grade Serous Ovarian Cancer  Recurrence  Prognosis  Computed Tomography  Artificial Intelligence  Semi-supervised Learning  Auto Encoder  Unsupervised Learning  
Automated Segmentation of Left Ventricle Using Local and Global Intensity Based Active Contour and Dynamic Programming 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 6, 页码: 673-688
作者:  G. Dharanibai;  Anupama Chandrasekharan;  Zachariah C. Alex
浏览  |  Adobe PDF(4844Kb)  |  收藏  |  浏览/下载：121/45  |  提交时间：2021/02/23
Cardiovascular magnetic resonance  left ventricle  endocardium  epicardium  myocardium  segmentation  active contour  dynamic programming.  
Applying Deep Learning to Individual and Community Health Monitoring Data: A Survey 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 6, 页码: 643-655
作者:  Zhen-Jie Yao;  Jie Bi;  Yi-Xin Chen
浏览  |  Adobe PDF(692Kb)  |  收藏  |  浏览/下载：101/27  |  提交时间：2021/02/23
Deep learning  healthcare  electronic health records (EHR)  neural networks  survey.