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Classification of Alzheimer’s Disease Based on Eight-Layer Convolutional Neural Network with Leaky Rectified Linear Unit and Max Pooling 期刊论文
发表期刊: JOURNAL OF MEDICAL SYSTEMS. 出版年: 2018, 卷号: 42, 期号: 5
作者:  Wang, Shui-Hua;  Phillips, Preetha;  Sui, Yuxiu;  Liu, Bin;  Yang, Ming;  Cheng, Hong
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/29
Alzheimer’s disease  Convolutional neural network  Leaky rectified linear unit  Max pooling  Data augmentation  Activation function  
Detection of Alzheimer’s disease and mild cognitive impairment based on structural volumetric MR images using 3D-DWT and WTA-KSVM trained by PSOTVAC 期刊论文
发表期刊: BIOMEDICAL SIGNAL PROCESSING AND CONTROL. 出版年: 2015, 卷号: 21, 页码: 58-73
作者:  Zhang, Yudong;  Wang, Shuihua;  Phillips, Preetha;  Dong, Zhengchao;  Ji, Genlin;  Yang, Jiquan
收藏  |  浏览/下载：21/0  |  提交时间：2019/11/29
Magnetic resonance imaging  Multiclass SVM  Kernel SVM  Particle swarm optimization  Time-varying acceleration-coefficient