基于影像计算的人体气道树结构和功能分析方法与其在COPD中的应用研究

81671773
2016
H2708.医学图像数据处理、分析与可视化
齐守良
面上项目
教授
东北大学
56万元
图像处理技术;计算流体动力学;慢性阻塞性肺疾病;计算机断层成像;机器学习
2017-01-01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 Ensemble Learning of Multiple-View 3D-CNNs Model for Micro-Nodules Identification in CT images 期刊论文 Monkam Patrice;Qi Shouliang;Xu Mingjie;Li Haoming;Han Fangfang;Teng Yueyang;Qian Wei
2 一种提取CT图像中人体区域的方法 专利 徐明杰;杨洋;齐守良;马贺;钱唯
3 一种肺部CT图像中模糊模式的多示例学习识别方法 专利 齐守良;徐偲文;马贺;钱唯
4 Airflow in Tracheobronchial Tree of Subjects with Tracheal Bronchus Simulated Using CT Image Based Models and CFD Method 期刊论文 Qi Shouliang;Zhang Baihua;Yue Yong;Shen Jing;Teng Yueyang;Qian Wei;Wu Jianlin
5 一种基于生成对抗网络的CT图像层间插值方法 专利 齐守良;杨洋;赵歆卓;付博文;康雁;钱唯
6 基于相似性度量的肺结节图像检索算法 期刊论文 魏国辉;齐守良;钱唯;张魁星
7 Structural and functional alterations of the tracheobronchial tree after left upper pulmonary lobectomy for lung cancer 期刊论文 Gu Qingtao;Qi Shouliang;Yue Yong;Shen Jing;Zhang Baihua;Sun Wei;Qian Wei;Islam Mohammad Saidul;Saha Suvash C;Wu Jianlin
8 Radiomics方法研究应用进展 期刊论文 孙航;李宏;张亭亭;滕月阳;齐守良;钱唯
9 Detection and Classification of Pulmonary Nodules Using Convolutional Neural Networks: A Survey 期刊论文 Monkam Patrice;Qi Shouliang;Ma He;Gao Weiming;Yao Yudong;Qian Wei
10 Transient Dynamics Simulation of Airflow in a CT-Scanned Human Airway Tree: More or Fewer Terminal Bronchi? 期刊论文 Qi Shouliang;Zhang Baihua;Teng Yueyang;Li Jianhua;Yue Yong;Kang Yan;Qian Wei
11 Particle Disposition in the Realistic Airway Tree Models of Subjects with Tracheal Bronchus and COPD 期刊论文 Zhang Baihua;Qi Shouliang;Yue Yong;Shen Jing;Li Chen;Qian Wei;Wu Jianlin
12 CNN models discriminating between pulmonary micro-nodules and non-nodules from CT images 期刊论文 Monkam Patrice;Qi Shouliang;Xu Mingjie;Han Fangfang;Zhao Xinzhuo;Qian Wei
13 DCT-MIL: Deep CNN transferred multiple instance learning for COPD identification using CT images 期刊论文 Caiwen Xu;Shouliang Qi;Jie Feng;Shuyue Xia;Yan Kang;Yudong Yao;Wei Qian
14 Agile convolutional neural network for pulmonary nodule classification using CT images 期刊论文 Zhao Xinzhuo;Liu Liyao;Qi Shouliang;Teng Yueyang;Li Jianhua;Qian Wei
15 一种基于重建气道树图像的慢性阻塞性肺病预测方法 专利 齐守良;杜冉;马贺;钱唯;夏书月
16 Deep CNN models for pulmonary nodule classification: Model modification, model integration, and transfer learning 期刊论文 Zhao Xinzhuo;Qi Shouliang;Zhang Baihua;Ma He;Qian Wei;Yao Yudong;Sun Jianjun
17 一种基于聚类算法和卷积神经网络的肺实质提取方法 专利 齐守良;徐明杰;杨帆;钱唯
18 Segmentation of lung parenchyma in CT images using CNN trained with the clustering algorithm generated dataset 期刊论文 Xu Mingjie;Qi Shouliang;Yue Yong;Teng Yueyang;Xu Lisheng;Yao Yudong;Qian Wei
19 Identification of COPD From Multi-View Snapshots of 3D Lung Airway Tree via Deep CNN 期刊论文 Du Ran;Qi Shouliang;Feng Jie;Xia Shuyue;Kang Yan;Qian Wei;Yao Yu-Dong
20 Ensemble Learners of Multiple Deep CNNs for Pulmonary Nodules Classification Using CT Images 期刊论文 Zhang Baihua;Qi Shouliang;Monkam Patrice;Li Chen;Yang Fan;Yao Yu Dong;Qian Wei
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