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基于结构磁共振影像的脑区分割与阿尔茨海默症早期预测研究 学位论文
工学博士, 自动化研究所: 中国科学院大学, 2022
Authors:  赵元兴
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细粒度整脑分割  半监督学习  阿尔茨海默症早期预测  轻度认知障碍转化预测  自适应全局网络  
Adaptable Global Network for Whole-Brain Segmentation with Symmetry Consistency Loss 期刊论文
COGNITIVE COMPUTATION, 2022, 页码: 14
Authors:  Zhao, Yuan-Xing;  Zhang, Yan-Ming;  Song, Ming;  Liu, Cheng-Lin
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Whole-brain segmentation  Adaptable global network  Semi-supervised learning  Symmetry consistency loss  
脑序列切片电镜图像体重建算法研究 学位论文
工学博士学位, 线上会议: 中科院自动化研究所, 2022
Authors:  周芳旭
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序列切片、电子显微镜图像、体重建、图像配准,连接组  
基于磁共振影像与多组学数据解析精神分裂症功能失连接生物学机制的研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  王萌
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精神分裂症  磁共振影像  多组学  跨尺度  失连接  
基于脑网络和机器学习的脑动静脉畸形致痫风险研究 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  廖小华
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脑动静脉畸形  癫痫  脑网络  机器学习  
Improving Dendritic Neuron Model With Dynamic Scale-Free Network-Based Differential Evolution 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 99-110
Authors:  Yang Yu;  Zhenyu Lei;  Yirui Wang;  Tengfei Zhang;  Chen Peng;  Shangce Gao
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Artificial neuron networks (ANNs)  dendrite neuron network  differential evolution (DE)  scale-free network  
Integrating Variable Reduction Strategy With Evolutionary Algorithms for Solving Nonlinear Equations Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 75-89
Authors:  Aijuan Song;  Guohua Wu;  Witold Pedrycz;  Ling Wang
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Evolutionary algorithm (EA)  nonlinear equations systems (ENSs)  problem domain knowledge  variable reduction strategy (VRS)  
Multi-dimensional Classification via Selective Feature Augmentation 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 38-51
Authors:  Bin-Bin Jia
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Machine learning  multi-dimensional classification  feature augmentation  feature selection  class dependencies  
An Overview and Experimental Study of Learning-Based Optimization Algorithms for the Vehicle Routing Problem 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1115-1138
Authors:  Bingjie Li;  Guohua Wu;  Yongming He;  Mingfeng Fan;  Witold Pedrycz
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End-to-end approaches  learning-based optimization (LBO) algorithms  reinforcement learning  step-by-step approaches  vehicle routing problem (VRP)  
Meta Ordinal Regression Forest for Medical Image Classification With Ordinal Labels 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1233-1247
Authors:  Yiming Lei;  Haiping Zhu;  Junping Zhang;  Hongming Shan
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Convolutional neural network (CNNs)  medical image classification  meta-learning  ordinal regression  random forest