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基于多模型融合的肺部CT新冠肺炎病灶区域自动分割 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 2, 页码: 317-328
Authors:  史天意;  程枫;  李震;  郑传胜;  许永超;  白翔
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新冠肺炎  计算机断层扫描影像分割  深度学习  泛化性能  
平行智能与CPSS:三十年发展的回顾与展望 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 3, 页码: 614-634
Authors:  杨静;  王晓;  王雨桐;  刘忠民;  李小双;  王飞跃
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社会物理信息系统  平行智能  人工系统  计算实验  平行执行  
面向卷积混叠环境下的盲源分离新方法 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 5, 页码: 1062-1072
Authors:  解元;  邹涛;  孙为军;  谢胜利
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盲源分离  卷积混叠  独立分量分析  非负矩阵分解  
一种空间几何角度最大化的随机增量学习模型及应用 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 6, 页码: 1283-1294
Authors:  南静;  代伟;  袁冠;  周平
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随机权神经网络  增量学习  空间几何角度最大化约束  无限逼近性  
仿生嗅觉感知系统气体识别和浓度估计模型 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 4, 页码: 812-827
Authors:  相洪涛;  张文文;  肖文鑫;  王磊;  王远西
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气体识别  浓度估计  仿生嗅觉感知系统  注意力机制  
基于门限和环签名的抗自适应攻击拜占庭容错共识算法 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 7, 页码: 1471-1482
Authors:  孙海锋;  张文芳;  王小敏;  马征;  黄路非;  李暄
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区块链  拜占庭容错  共识算法  自适应攻击  环签名  门限签名  
Acquiring Weak Annotations for Tumor Localization in Temporal and Volumetric Data 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 318-330
Authors:  Yu-Cheng Chou;  Bowen Li;  Deng-Ping Fan;  Alan Yuille;  Zongwei Zhou
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Weak annotation, detection, localization, segmentation, colonoscopy, abdomen  
Machine Learning in Lung Cancer Radiomics 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 6, 页码: 753-782
Authors:  Jiaqi Li;  Zhuofeng Li;  Lei Wei;  Xuegong Zhang
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Machine learning, lung cancer, radiomics, medical image, clinical application  
Federated Learning on Multimodal Data: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 539-553
Authors:  Yi-Ming Lin;   Yuan Gao;  Mao-Guo Gong;  Si-Jia Zhang;  Yuan-Qiao Zhang;  Zhi-Yuan Li
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Federated learning, multimodal learning, heterogeneous data, edge computing, collaborative learning  
A Review of Predictive and Contrastive Self-supervised Learning for Medical Images 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 483-513
Authors:  Wei-Chien Wang;  Euijoon Ahn;  Dagan Feng;  Jinman Kim
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Self-supervised learning (SSL), contrastive learning, deep learning, medical image analysis, computer vision