医用多级能谱CT低剂量精准成像新方法及关键技术研究

U1708261
2017
F0125.医学信息检测与处理
马建华
联合基金项目
教授
南方医科大学
265万元
成像方法;XCT成像;图像重建;医学CT系统;多能CT
2018-01-01到2021-12-31
  • 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 Molecular Subtypes Recognition of Breast Cancer in Dynamic Contrast-Enhanced Breast Magnetic Resonance Imaging Phenotypes from Radiomics Data 期刊论文 Wei Li;Kun Yu;Chaolu Feng;Dazhe Zhao
2 Teacher-student network for CT image reconstruction via meta-learning strategy 会议论文 Manman Zhu;Sui Li;Danyang Li;Qi Gao;Zhaoying Bian;Jing Huang;Dong Zeng;Jianhua Ma
3 Graph Cuts and Shape Constraint Based Automatic Femoral Head Segmentation in CT Images 会议论文 Dongjie Wang;Kun Yu;Chaolu Feng;Dazhe Zhao;Xin Min;Wei Li
4 Predicting lung nodule malignancies by combining deep convolutional neural network and handcrafted features 期刊论文 Shulong Li;Panpan Xu;Bin Li;Liyuan Chen;Zhiguo Zhou;Hongxia Hao;Yingying Duan;Michael Folkert;Jianhua Ma;Shiying Huang;Steve Jiang;Jing Wang
5 Task-driven deep learning network for dynamic cerebral perfusion computed tomography protocol determination 会议论文 Sui Li;Manman Zhu;Danyang Li;Qi Gao;Zhaoying Bian;Dong Zeng;Jianhua Ma
6 Non-local texture learning approach for CT imaging problems using convolutional neural network 会议论文 Sui Li;Lisha Yao;Manman Zhu;Danyang Li;Qi Gao ;Xinyu Zhang;Rikui Zhong;Zhaoying Bian;Dong Zeng;Jianhua Ma Sr
7 Contrast-medium anisotropy-aware tensor total variation model for robust cerebral perfusion CT reconstruction with weak radiation: a preliminary study 会议论文 Yuanke Zhang;Jiangjun Peng;Dong Zeng;Qi Xie;Sui Li;Zhaoying Bian;Yongbo Wang;Yong Zhang;Qian Zhao;Hao Zhang;Zhengrong Liang;Hongbing Lu;Deyu Meng;Jianhua Ma
8 Leveraging deep generative model for direct energy-resolving CT imaging via existing energy-integrating CT images 会议论文 Lisha Yao;Sui Li;Danyang Li;Manman Zhu;Qi Gao;Shanli Zhang;Zhaoying Bian;Jing Huang;Dong Zeng;Jianhua Ma
9 Multi-energy computed tomography reconstruction using an average image induced low-rank tensor decomposition with spatial-spectral total variation regularization 会议论文 Lisha Yao;Dong Zeng;Sui Li;Zhaoying Bian;Jianhua Ma Sr
10 Regularization strategies in statistical image reconstruction of low-dose x-ray CT: A review 期刊论文 Hao Zhang;Jing Wang;Dong Zeng;Xi Tao;Jianhua Ma
11 Weighted tensor low-rankness and learnable analysis sparse representation model for texture preserving low-dose CT reconstruction 期刊论文 Yuanke Zhang;Dong Zeng;Zhaoying Bian;Hongbing Lu;Jianhua Ma
12 CT图像的校正方法、装置、存储介质及电子设备 专利 曹晨;楼珊珊
13 基于降采样成像几何建模的CT重建神经网络结构及方法 专利 马建华;何基
14 一种胸部数字合成X射线体层成像中呼吸运动分析方法 专利 陶熙;张华;马建华;黄静;陈武凡
15 去除图像伪影的方法及装置 专利 房世超;佟丽霞;楼珊珊
16 Full-spectrum-knowledge-aware tensor model for energy-resolved CT iterative reconstruction 期刊论文 Dong Zeng;Lisha Yao;Yongshuai Ge;Sui Li;Qi Xie;Hao Zhang;Zhaoying Bian;Qian Zhao;Yuanqing Li;Zongben Xu;Deyu Meng;Jianhua Ma
17 BCEFCM_S: Bias correction embedded fuzzy c-means with spatial constraint to segment multiple spectral images with intensity inhomogeneities and noises 期刊论文 Chaolu Feng;Wei Li;Jun Huc;Kun Yu;Dazhe Zhao
18 A feasibility study of extracting tissue textures from a previous full-dose CT database as prior knowledge for bayesian reconstruction of current low-dose CT images 期刊论文 Yongfeng Gao;Zhengrong Liang;William Moore;Hao Zhang;Marc J Pomeroy;John A Ferretti;Thomas V Bilfinger;Jianhua Ma;Hongbing Lu
19 Deep neural networks for low-dose CT image reconstruction via cooperative meta-learning strategy 会议论文 Manman Zhu;Sui Li;Danyang Li;Qi Gao;Shanli Zhang;Haiyun Huang;Zhaoying Bian;Jing Huang;Dong Zeng;Jianhua Ma
20 VVBP-Tensor in the FBP algorithm: its properties and application in low-dose CT reconstruction 期刊论文 Xi Tao;Hua Zhang;Yongbo Wang;Gang Yan;Dong Zeng;Wufan Chen;Jianhua Ma
21 Task-oriented deep network for ischemic stroke segmentation in unenhanced CT imaging 会议论文 Lei Wang;Sui Li;Mingqiang Meng;Gaofeng Chen;Manman Zhu;Zhaoying Bian;Qingwen Lyu;Dong Zeng;Jianhua Ma
22 Unsupervised data fidelity enhancement network for spectral CT reconstruction 会议论文 Danyang Li;Sui Li;Manman Zhu;Qi Gao;Zhaoying Bian;Haiyun Huang;Shanli Zhang;Jing Huang;Dong Zeng;Jianhua Ma
23 SP-MIOV: A Novel Framework of Shadow Proxy Based Medical Image Online Visualization in Computing and Storage Resource Restrained Environments 期刊论文 Wei Li;Kun Yu;Chaolu Feng;Dazhe Zhao
24 Contrast-medium anisotropy-aware tensor total variation model for robust cerebral perfusion CT reconstruction with low-dose scans 期刊论文 Yuanke Zhang;Jiangjun Peng;Dong Zeng;Qi Xie;Sui Li;Zhaoying Bian;Yongbo Wang;Yong Zhang;Qian Zhao;Hao Zhang;Zhengrong Liang;Hongbing Lu;Deyu Meng;Jianhua Ma
25 Total image constrained diffusion tensor for spectral computed tomography reconstruction 期刊论文 Shanzhou Niu;Zhaoying Bian;Dong Zeng;Gaohang Yu;Jianhua Ma;Jing Wang
26 Pattern classifcation for breast lesion on FFDM by integration of radiomics and deep features 期刊论文 Xinyu Zhang;Cuixia Liang;Dong Zeng;Xiaocong Jiang;Rikui Zhong;Yuhong Lan;Jianhua Ma;Li Bai
27 Iterative reconstruction for low-dose cerebral perfusion computed tomography using prior image induced diffusion tensor 期刊论文 Shanzhou Niu;Hong Liu;Mengzhen Zhang;Min Wang;Jing Wang;Jianhua Ma
28 Learning to reconstruct CT images from the VVBP-tensor 期刊论文 Xi Tao;Yongbo Wang;Liyan Lin;Zixuan Hong;Jianhua Ma
29 一种基于卷积神经网络的CT图像重建方法 专利 马建华;何基;边兆英;曾栋;黄静
30 一种基于深度学习的全数字乳腺成像图像放射组学方法 专利 边兆英;梁翠霞;曾栋;黄静;马建华
31 一种扫描方法及扫描装置 专利 楼珊珊;佟丽霞
32 一种伪影的校正方法、伪影校正系数的仿真方法及装置 专利 逄岭;程度
33 Blind CT image quality assessment via deep learning framework 会议论文 Qi Gao;Sui Li;Manman Zhu;Danyang Li;Zhaoying Bian;Qingwen Lyu;Dong Zeng;Jianhua Ma
34 MISS-D: A Fast and Scalable Framework of Medical Image Storage Service Based on Distributed File System 期刊论文 Wei Li;Chaolu Feng;Kun Yu;Dazhe Zhao
35 高端宽体CT低剂量成像关键技术与系统研发及应用 奖励 马建华;陈武凡;边兆英;李双学;楼珊珊;相欣;张华;黄静;逄岭;黎新亮
36 Semi-supervised noise distribution learning for low-dose CT restoration 会议论文 Lei Wang;Qi Gao;Mingqiang Meng;Sui Li;Manman Zhu;Danyang Li;Gaofeng Chen;Dong Zeng;Qi Xie;Qian Zhao;Zhaoying Bian;Deyu Meng;Jianhua Ma Sr
37 Multi-energy computed tomography reconstruction using a nonlocal spectral similarity model 期刊论文 Lisha Yao;Dong Zeng;Gaofeng Chen;Yuting Liao;Sui Li;Yuanke Zhang;Yongbo Wang;Xi Tao;Shanzhou Niu;Qingwen Lv;Zhaoying Bian;Jianhua Ma;Jing Huang
38 An efficient iterative cerebral perfusion CT reconstruction via low-rank tensor decomposition with spatial–temporal total variation regularization 期刊论文 Sui Li;Dong Zeng;Jiangjun Peng;Zhaoying Bian;Hao Zhang;Qi Xie;Yongbo Wang;Yuting Liao;Shanli Zhang;Jing Huang;Deyu Meng;Zongben Xu;Jianhua Ma
39 Radon inversion via deep learning 会议论文 Ji He;Jianhua Ma
40 MDM-PCCT: multiple dynamic modulations for high-performance spectral PCCT imaging 期刊论文 Danyang Li;Dong Zeng;Sui Li;Yongshuai Ge;Zhaoying Bian;Jing Huang;Jianhua Ma
41 Iterative quality enhancement via residual-artifact learning networks for low-dose CT 期刊论文 Yongbo Wang;Yuting Liao;Yuanke Zhang;Ji He;Sui Li;Zhaoying Bian;Hao Zhang;Yuanyuan Gao;Deyu Meng;Wangmeng Zuo;Dong Zeng;Jianhua Ma
42 图像去噪方法、装置及终端设备 专利 逄岭;楼珊珊
43 图像重建方法、装置、图像处理设备及系统 专利 房世超;佟丽霞;楼珊珊
44 Downsampled imaging geometric modeling for accurate CT reconstruction via deep learning 期刊论文 Ji He;Shilin Chen;Hua Zhang;Xi Tao;Wuhong Lin;Shanli Zhang;Dong Zeng;Jianhua Ma
45 Prior-image-based CT reconstruction using attenuation-mismatched priors 期刊论文 Hao Zhang;Dante Capaldi;Dong Zeng;Jianhua Ma;Lei Xing
46 Photon counting computed tomography image restoration via mixture gaussian noise model: initial study 会议论文 Qi Gao;Manman Zhu;Danyang Li;Qi Xie;Dong Zeng;Zhaoying Bian;Jing Huang;Deyu Meng;Jianhua Ma
47 Combined global and local information for blind CT image quality assessment via deep learning 会议论文 Qi Gao;Sui Li;Manman Zhu;Danyang Li;Zhaoying Bian;Qingwen Lv;Dong Zeng;Jianhua Ma Sr
48 Semi-supervised learned sinogram restoration network for low-dose CT image reconstruction 会议论文 Mingqiang Meng;Sui Li;Lisha Yao;Danyang Li;Manman Zhu;Qi Gao;Qi Xie;Qian Zhao;Zhaoying Bian;Jing Huang;Deyu Meng;Dong Zeng;Jianhua Ma Sr
49 Low-dose cerebral CT perfusion restoration via non-local convolution neural network: initial study 会议论文 Sui Li;Dong Zeng;Zhaoying Bian;Jianhua Ma Sr
50 R4: A Client Server Architecture Oriented Open Three Dimensional Reconstruction Layered Reference Model for Medical Images 会议论文 Wei Li;Wenping Zhou;Kun Yu;Chaolu Feng;Haixu Wang;Dazhe Zhao
51 A deep features-based radiomics model for breast lesion classification on FFDM 会议论文 Cuixia Liang;Zhaoying Bian;Wenbing Lyu;Dong Zeng;Jianhua Ma
52 A computer-aided diagnosis scheme of breast lesion classification using GLGLM and shape features: Combined-view and multi-classifiers 期刊论文 Cuixia Lianga;Zhaoying Bian;Wenbing Lv;Shijun Chenc;Dong Zeng;Jianhua Ma
53 Noise-generating-mechanism-driven unsupervised learning for low-dose CT sinogram recovery 期刊论文 Dong Zeng;Lei Wang;Mingrui Geng;Sui Li;Yun Deng;Qi Xie;Danyang Li;Hua Zhang;Yuanqing Li;Zongben Xu;Deyu Meng;Jianhua Ma
54 Helical CT reconstruction from sparse-view data through exploiting the 3D anatomical structure sparsity 期刊论文 Yongbo Wang;Gaofeng Chen;Tao Xi;Zhaoying Bian;Dong Zeng;Habib Zaidi;Ji He;Jianhua Ma
55 一种数字层析成像系统的图像伪影去除方法 专利 马建华;王永波;曾栋;何基;边兆英;黄静
56 一种大规模数据在线可视化方法 专利 栗伟;于鲲;郑永攀;赵大哲;朱清豪
57 一种低剂量X射线CT图像重建方法 专利 谢琦;孟德宇;马建华;赵谦;徐宗本
58 一种基于机器学习的CT图像质量评估的方法 专利 边兆英;李穗;曾栋;黄静;马建华
59 Spatio-temporal constrained adaptive sinogram restoration for low-dose dynamic cerebral perfusion CT imaging 会议论文 Zhaoying Bian;Dong Zeng;Tianwu Xie;Jing Huang;Qianjin Feng;Jianhua Ma;Habib Zaidi
60 ROILocalizationand Initialization Method for Left Ventricle Segmentation 会议论文 Junchi Lu;Chaolu Feng;Wei Li;Dazhe Zhao
61 Progressive transfer learning strategy for low-dose CT image reconstruction with limited annotated data 会议论文 Mingqiang Meng;Danyang Li;Sui Li;Manman Zhu;Lei Wang;Qi Gao;Zhaoying Bian;Xinyu Zhang;Jing Huang;Dong Zeng;Jianhua Ma Sr
62 Revisit FBP: analyze the tensor data after view-by-view backprojection 会议论文 Xi Tao ;Yongbo Wang;Gang Yan;Hua Zhang;Wufan Chen;Jianhua Ma Sr
63 High-fidelity image deconvolution for low-dose cerebral perfusion CT imaging via low-rank and total variation regularizations 期刊论文 Shanli Zhang;Dong Zeng;Shanzhou Niu;Houjin Zhang;Huanqi Xu;Sui Li;Shijun Qiu;Jianhua Ma
64 Advanced spectrum modulation technology in photon counting CT: simulation study 会议论文 Danyang Li;Manman Zhu;Qi Gao;Yongbi Wang;Dong Zeng ;Zhaoying Bian;Jing Huang;Jianhua Ma
65 Promote quantitative ischemia imaging via myocardial perfusion CT iterative reconstruction with tensor total generalized variation regularization 期刊论文 Chengwei Gu;Dong Zeng;Jiahui Lin;Sui Li;Ji He;Hao Zhang;Zhaoying Bian;Shanzhou Niu;Zhang Zhang;Jing Huang;Bo Chen;Dazhe Zhao;Wufan Chen;Jianhua Ma
66 Direct energy-resolving CT imaging via energy-integrating CT images using a unified generative adversarial network 会议论文 Lisha Yao;Sui Li;Ziquan Wei;Yaohong Deng;Manman Zhu;Zhaoying Bian;Jing Huang;Qingwen Lyu;Dong Zeng;Jianhua Ma
67 Radon inversion via deep learning 期刊论文 J He;Y Wang;J Ma
68 Learning non-local perfusion textures for high-quality computed tomography perfusion imaging 期刊论文 Sui Li;Dong Zeng;Zhaoying Bian;Danyang Li;Manman Zhu;Jing Huang;Jianhua Ma
69 一种基于字典学习的低剂量能谱CT 图像处理方法 专利 马建华;曾栋;边兆英;黄静;陈武凡
70 Statistical CT reconstruction using region-aware texture preserving regularization learning from prior normal-dose CT image 期刊论文 Xiao Jia;Yuting Liao;Dong Zeng;Hao Zhang;Yuanke Zhang;Ji He;Zhaoying Bian;Yongbo Wang;Xi Tao;Zhengrong Liang;Jing Huang;Jianhua Ma
71 Optimizing a parameterized plug-and-play ADMM for iterative low-dose CT reconstruction 期刊论文 Ji He;Yan Yang;Yongbo Wang;Dong Zeng;Zhaoying Bian;Hao Zhang;Jian Sun;Zongben Xu;Jianhua Ma
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