基于复轮廓波变换提取多模态影像纹理及相关因素构建深度信念网络肺癌早期诊断模型
81773542
2017
H3011.流行病学方法与卫生统计
郭秀花
面上项目
教授
首都医科大学
55万元
复轮廓波变换;多模态图像;深度信念网络;数据挖掘;肺癌
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 | Automated MRI-Based Deep Learning Model for Detection of Alzheimer's Disease Process | 期刊论文 | Wei Feng;Nicholas Van Halm-Lutterodt;Hao Tang;Andrew Mecum;Mohamed Kamal Mesregah;Yuan Ma;Haibin Li;Feng Zhang;Zhiyuan Wu;Erlin Yao;Xiuhua Guo |
| 2 | Texture feature-based machine learning classifier could assist in the diagnosis of COVID-19 | 期刊论文 | Zhiyuan Wu;Li Li;Ronghua Jin;Lianchun Liang;Zhongjie Hu;Lixin Tao;Yong Han;Wei Feng;Di Zhou;Weiming Li;Qinbin Lu;Wei Liu;Liqun Fang;Jian Huang;Yu Gu;Hongjun Li;Xiuhua Guo |
| 3 | Intra-tumoral Heterogeneity Characterization through Texture and Color Analysis for Differentiation of Non-small Cell Lung Carcinoma Subtypes | 期刊论文 | Yuan Ma;Wei Feng;Zhiyuan Wu;Mengyang Liu;Feng Zhang;Zhigang Liang;Chunlei Cui;Jian Huang;Xia Li;Xiuhua Guo |
| 4 | 一种基于PET/CT图像特征的肺部检测方法和装置 | 专利 | 郭秀花;马圆;陈斯鹏;田思佳 |
| 5 | Identification Method of Pulmonary Nodules Based on Lung CT Image Features and Genetic Markers | 专利 | 郭秀花;李伟铭;韩勇;陶丽新;武志远;张彦飞 |
| 6 | Three-Dimensional Texture Feature Analysis of Pulmonary Nodules in CT Images: Lung Cancer Predictive Models Based on Support Vector Machine Classifier | 期刊论文 | Ni Gao;Sijia Tian;Xia Li;Jian Huang;Jingjing Wang;Sipeng Chen;Yuan Ma;Xiangtong Liu;Xiuhua Guo |
| 7 | 基于非下采样双树复轮廓波变换的小波纹理特征识别肺良恶性结节CT图像 | 期刊论文 | 马圆;韩鸿毅;孙燕北;梁志刚;郭秀花 |
| 8 | Impact of Commuting Mode on Obesity Among a Working Population in Beijing, China: Adjusting for Air Pollution | 期刊论文 | Yue Liu;Lixin Tao;Jie Zhang;Jia Liu;Haibin Li;Xiangtong Liu;Yanxia Luo;Jingbo Zhang;Wei Wang;Xiuhua Guo |
| 9 | 基于深度卷积神经网络方法构建肺部多模态图像分类诊断模型 | 期刊论文 | 武志远;马圆;唐浩;姚二林;郭秀花 |
| 10 | Histologic subtype classification of non-small cell lung cancer using PET/CT images | 期刊论文 | Yong Han;Yuan Ma;Zhiyuan Wu;Feng Zhang;Deqiang Zheng;Xiangtong Liu;Lixin Tao;Zhigang Liang;Zhi Yang;Xia Li;Jian Huang;Xiuhua Guo |
| 11 | 基于深度信念网络检测PET/CT图像肺结节良恶性 | 期刊论文 | 马圆;王风;韩勇;张凤;梁志刚;黄健;杨志;郭秀花 |
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