基于深度卷积生成对抗网络的3D-MRI图像超分辨率重建研究

61702064
2017
F0210.计算机图像视频处理与多媒体技术
贾媛媛
青年科学基金项目
副教授
重庆医科大学
25万元
深度卷积生成对抗网络;3D-MRI图像;MRI图像训练集构建;超分辨率重建
2018-01-01到2020-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Accelerated Super-resolution MR Image Reconstruction via a 3D Densely Connected Deep Convolutional Neural Network 会议论文 Jinglong Du;Lulu Wang;Gholipour Ali;Zhongshi He;Yuanyuan Jia
2 Super-resolution reconstruction of single anisotropic 3D MR images using residual convolutional neural network 期刊论文 Du Jinglong;He Zhongshi;Wang Lulu;Gholipour Ali;Zhou Zexun;Chen Dingding;Jia Yuanyuan
3 Brain MR Image Super-resolution using 3D Feature Attention Network 会议论文 Lulu Wang;Jinglong Du;Huazheng Zhu;Zhongshi He;Yuanyuan Jia
4 Ensemble Learning with Multiclassifiers on Pediatric Hand Radiograph Segmentation for Bone Age Assessment. 期刊论文 Liu Rui;Jia Yuanyuan;He Xiangqian;Li Zhe;Cai Jinhua;Li Hao;Yang Xiao
5 Brain MRI Super-resolution Reconstruction using a Multi-level and Parallel Conv-Deconv Network 会议论文 Lulu Wang;Jinglong Du;Ali Gholipour;Zhongshi He;Yuanyuan Jia
6 Context prior-based with residual learning for face detection: A deep convolutional encoder–decoder network 期刊论文 Zexun Zhou;Zhongshi He;Yuanyuan Jia;Jinglong Du;Lulu Wang;Ziyu Chen
7 Brain MRI Super-Resolution Using 3D Dilated Convolutional Encoder-Decoder Network 期刊论文 Du Jinglong;Wang Lulu;Liu Yulu;Zhou Zexun;He Zhongshi;Jia Yuanyuan
8 基于深度LSTM神经网络的在线消费评论情感分类研究 期刊论文 周虎;于跃;贾媛媛;赵文龙
9 面向各向异性3D-MRI图像超分辨率重建的ESRGAN网络 期刊论文 张建;贾媛媛;贺向前;韩宝如;祝华正;杜井龙
10 Modulatory interactions of resting-state brain functional connectivity in major depressive disorder 期刊论文 Tu Zhe;Jia Yuan Yuan;Wang Tao;Qu Hang;Pan Jun Xi;Jie Jie;Xu Xiao Yan;Wang Hai Yang;Xie Peng
11 AFPNet: A 3D fully convolutional neural network with atrous-convolution feature pyramid for brain tumor segmentation via MRI images 期刊论文 Zhou Zexun;He Zhongshi;Jia Yuanyuan
12 A Model-Based Deep Network for MRI Reconstruction Using Approximate Message Passing Algorithm 会议论文 Xiaoyu Qiao;Jinglong Du;Lulu Wang;Zhongshi He;Yuanyuan Jia
13 基于Softmax回归模型的骨龄X射线图像手骨分割 期刊论文 刘蕊;贾媛媛;贺向前;李哲;蔡金华;李昊
14 FHEDN: A context modeling Feature Hierarchy Encoder-Decoder Network for face detection 会议论文 Zexun Zhou;Zhongshi He;Ziyu Chen;Yuanyuan Jia;Haiyan Wang;Jinglong Du;Dingding Chen;Lulu Wang;Jing Chen
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