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AMF-Net: An adaptive multisequence fusing neural network for multi-modality brain tumor diagnosis 期刊论文
Biomedical Signal Processing and Control, 2022, 卷号: 72, 页码: 1-10
Authors:  Huang Z(黄钲);  Zhao YW(赵忆文);  Liu YH(刘云会);  Song GL(宋国立)
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Brain tumor diagnosis  Multisequence fusing neural network  Magnetic resonance imaging  Feature fusion  
基于深度学习的颅内肿瘤辅助分析方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  黄钲
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深度学习  颅内肿瘤  辅助诊断  医学图像分析  
基于全局信息关联推理的行为理解与预测方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  陈博
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行为理解  行为预测  图神经网络  知识图谱  关联推理  
无人机低空航拍图像地面小目标检测算法研究 学位论文
专业学位硕士, 沈阳: 中国科学院沈阳自动化研究所, 2021
Authors:  吕晓君
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无人机  深度学习  目标检测  小目标  行人  
A Cascaded Feature Pyramid Network with Non-Backward Propagation for Facial Expression Recognition 期刊论文
IEEE Sensors Journal, 2021, 卷号: 21, 期号: 10, 页码: 11382-11392
Authors:  Yang, Wei;  Gao HW(高宏伟);  Jiang, Yueqiu;  Yu, Jiahui;  Sun, Jian;  Liu JG(刘金国)
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Cascaded feature pyramid network  facial expression recognition  HSIC bottleneck  non-backward propagation  separable convolution  
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation 期刊论文
Pattern Recognition, 2021, 卷号: 115, 页码: 1-17
Authors:  Zhang, Jinghua;  Li, Chen;  Kosov, Sergey;  Grzegorzek, Marcin;  Shirahama, Kimiaki;  Jiang, Tao;  Sun, Changhao;  Li, Zihan;  Li, Hong
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Environmental miroorganisms  Image segmentation  Deep convolutional neural networks  Low-cost  
Automatic recognition of surface defects for hot-rolled steel strip based on deep attention residual convolutional neural network 期刊论文
Materials Letters, 2021, 卷号: 293, 页码: 1-4
Authors:  Huang Z(黄钲);  Wu JJ(吴嘉俊);  Xie, Feng
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Hot-rolled steel strip  Artificial intelligence  Deep attention residual convolutional  neural network  Surface defect recognition  
Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: From convolutional neural networks to visual transformers 期刊论文
Computers in Biology and Medicine, 2021, 页码: 1-13
Authors:  Liu, Wanli;  Li C(李晨);  Rahaman, Md Mamunur;  Jiang, Tao;  Sun, Hongzan;  Wu, Xiangchen;  Hu, Weiming;  Chen, Haoyuan;  Sun, Changhao;  Yao, Yudong;  Grzegorzek, Marcin
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Cervical cancer  Deep learning  Pap smear  Aspect ratio of cells  Visual transformer  Robustness comparison  
Outside Box and Contactless Palm Vein Recognition Based on a Wavelet Denoising ResNet 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 82471-82484
Authors:  Wu W(吴微);  Wang Q(王强);  Yu SQ(余思泉);  Luo Q(罗琼);  Lin S(林森);  Han Z(韩志);  Tang YD(唐延东)
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Veins  Deep learning  Optical imaging  Feature extraction  Optical scattering  Noise reduction  Face recognition  Deep learning  biometrics  palm vein recognition  Resnet  wavelet decomposition  denoise  
A State-of-the-Art Review for Gastric Histopathology Image Analysis Approaches and Future Development 期刊论文
BioMed Research International, 2021, 卷号: 2021, 页码: 1-19
Authors:  Ai, Shiliang;  Li, Chen;  Li, Xiaoyan;  Jiang, Tao;  Grzegorzek, Marcin;  Sun, Changhao;  Rahaman, Md Mamunur;  Zhang, Jinghua;  Yao, Yudong;  Li, Hong
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