基于稀疏表达与深度学习的动态增强磁共振图像配准方法研究

81974275
2019
H2708.医学图像数据处理、分析与可视化
冯前进
面上项目
教授
南方医科大学
55万元
深度学习;医学图像配准;动态增强磁共振成像;稀疏表达
2020-01-01到2023-12-31
  • 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 Identity-mapping cascaded network for fMRI registration 期刊论文 Qiao Yun Zhu;HanHua Bai;Yi Wu;Yu Jia Zhou;Qianjin Feng
2 2D–3D cascade network for glioma segmentation in multisequence MRI images using multiscale information 期刊论文 Jianyun Cao;Haoran Lai;Jiawei Zhang;Junde Zhang;Tao Xie;Heqing Wang;Junguo Bu;Qianjin Feng;Meiyan Huang
3 基于自映射级联的功能磁共振图像配准方法、系统及介质 专利 朱乔云;周宇佳;冯前进
4 一种基于联合结构约束和不完整多模态数据非线性关联分析方法 专利 黄美燕;冯前进;陈秀美
5 Coarse-to-fine registration and time-intensity curves constraint for liver DCE-MRI synthesis 期刊论文 Yuhang Sun;Yuning Gu;Feng Shi;Jiameng Liu;Guoqiang Li;Qianjin Feng;Dinggang Shen
6 DDTNet: A dense dual-task network for tumor-infiltrating lymphocyte detection and segmentation in histopathological images of breast cancer 期刊论文 Xiaoxuan Zhang;Xiongfeng Zhu;Kai Tang;Yinghua Zhao;Zixiao Lu;Qianjin Feng
7 Structure-constrained combination-based nonlinear association analysis between incomplete multimodal imaging and genetic data for biomarker detection of neurodegenerative diseases 期刊论文 Xiumei Chen;Tao Wang;Haoran Lai;Xiaoling Zhang;Qianjin Feng;Meiyan Huang
8 Deep multimodality-disentangled association analysis network for imaging genetics in neurodegenerative diseases 期刊论文 Tao Wang;Xiumei Chen;Jiawei Zhang;Qianjin Feng;Meiyan Huang
9 Whole‐brain functional MRI registration based on a semi‐supervised deep learning model 期刊论文 QiaoYun Zhu;YuHang Sun;Yi Wu;HuoBiao Zhu;GuoYe Lin;YuJia Zhou;QianJin Feng
10 Automatic segmentation model of intercondylar fossa based on deep learning: a novel and effective assessment method for the notch volume 期刊论文 Mifang Li;Hanhua Bai;Feiyuan Zhang;Yujia Zhou;Qiuyu Lin;Quan Zhou;Qianjin Feng;Lingyan Zhang
11 一种脊柱配准方法、装置、设备及计算机存储介质 专利 冯前进;赵磊;周宇佳;庞树茂;苏志海;吕海
12 MVC-NET: Multi-View Chest Radiograph Classification Network With Deep Fusion 会议论文 Xiongfeng Zhu;Qianjin Feng
13 Functional magnetic resonance imaging progressive deformable registration based on a cascaded convolutional neural network 期刊论文 Qiaoyun Zhu;Guoye Lin;Yuhang Sun;Yi Wu;Yujia Zhou;Qianjin Feng
14 Segmentation of the True Lumen of Aorta Dissection via Morphology-constrained Stepwise Deep Mesh Regression 期刊论文 Jingliang Zhao;Jie Zhao;Shumao Pang;Qianjin Feng
15 一种交错稀疏采样多光谱光声断层成像系统及方法 专利 理喜盼;戚力;田昌敏;张双阳;吴建;冯前进;陈武凡
16 DGMSNet: Spine segmentation for MR image by a detection-guided mixed-supervised segmentation network 期刊论文 Shumao Pang;Chunlan Pang;Zhihai Su;Liyan Lin;Lei Zhao;Yangfan Chen;Yujia Zhou;Hai Lu;Qianjin Feng
17 Joint-channel-connectivity-based feature selection and classification on fNIRS for stress detection in decision-making 期刊论文 Meiyan Huang;Xiaoling Zhang;Xiumei Chen;Yiling Mai;Xiaohua Wu;Jiubo Zhao;Qianjin Feng
18 Multiple Axial Spine Indices Estimation via Dense Enhancing Network With Cross-Space Distance-Preserving Regularization 期刊论文 Lin Liyan;Tao Xi;Pang Shumao;Su Zhihai;Lu Hai;Li Shuo;Feng Qianjin;Chen Bo
19 Continuous Blood Pressure Estimation Based on Multi-Scale Feature Extraction by the Neural Network With Multi-Task Learning 期刊论文 Hengbing Jiang;Lili Zou;Dequn Huang;Qianjin Feng
20 Improving sensitivity and connectivity of retinal vessel segmentation via error discrimination network 期刊论文 Guoye Lin;Hanhua Bai;Jie Zhao;Zhaoqiang Yun;Yangfan Chen;Shumao Pang;Qianjin Feng
21 Semi-supervised hybrid spine network for segmentation of spine MR images 期刊论文 Meiyan Huang;Shuoling Zhou;Xiumei Chen;Haoran Lai;Qianjin Feng
22 基于耦合的卷积-图卷积神经网络的阿尔茨海默病的磁共振诊断方法 期刊论文 李青峰;邢潇丹;冯前进
23 Quantifying Axial Spine Images Using Object-Specific Bi-Path Network 期刊论文 Liyan Lin;Xi Tao;Wei Yang;Shumao Pang;Zhihai Su;Hai Lu;Shuo Li;Qianjin Feng;Bo Chen
24 Multi-view imputation and cross-attention network based on incomplete longitudinal and multimodal data for conversion prediction of mild cognitive impairment 期刊论文 Tao Wang;Xiumei Chen;Xiaoling Zhang;Shuoling Zhou;Qianjin Feng;Meiyan Huang
25 一种基于时序稀疏回归及加性模型影像相关性检测方法 专利 黄美燕;冯前进;陈秀美
26 基于多尺度三维卷积神经网络的头颈部危及器官分割方法 期刊论文 慕光睿;杨燕平;高耀宗;冯前进
27 Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma 期刊论文 Haoran Lai;Sirui Fu;Jie Zhang;Jianyun Cao;Qianjin Feng;Ligong Lu;Meiyan Huang
28 SGReg: segmentation guided 3D/2D rigid registration for orthogonal x-ray and CT images in spine surgery navigation 期刊论文 Jia Mi;Wenhao Yin;Lei Zhao;Yangfan Chen;YuJia Zhou;Qianjin Feng
29 PCAN: Pixel-wise classification and attention network for thoracic disease classification and weakly supervised localization 期刊论文 Xiongfeng Zhu;Shumao Pang;Xiaoxuan Zhang;Junzhang Huang;Lei Zhao;Kai Tang;Qianjin Feng
30 Automatic Aortic Dissection Centerline Extraction Via Morphology-Guided CRN Tracker 期刊论文 Zhao Jingliang;Feng Qianjin
31 Deep Att-ResGAN: A Retinal Vessel Segmentation Network for Color Fundus Images 期刊论文 Zhao Jie;Feng Qianjin
32 Imaging Genetics Study Based on a Temporal Group Sparse Regression and Additive Model for Biomarker Detection of Alzheimer’s Disease 期刊论文 Meiyan Huang;Xiumei Chen;Yuwei Yu;Haoran Lai;Qianjin Feng
33 SpineParseNet: Spine Parsing for Volumetric MR Image by a Two-Stage Segmentation Framework With Semantic Image Representation 期刊论文 Pang Shumao;Pang Chunlan;Zhao Lei;Chen Yangfan;Su Zhihai;Zhou Yujia;Huang Meiyan;Yang Wei;Feng Qianjin
34 基于正交视角X线图像重建的3D/2D配准方法 期刊论文 弥佳;周宇佳;冯前进
35 Deep-gated recurrent unit and diet network-based genome-wide association analysis for detecting the biomarkers of Alzheimer's disease 期刊论文 Meiyan Huang;Haoran Lai;Yuwei Yu;Xiumei Chen;Tao Wang;Qianjin Feng
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