基于影像基因组学的肺癌预后模型研究

61672146
2016
F0210.计算机图像视频处理与多媒体技术
钱唯
面上项目
教授
东北大学
59万元
影像基因组学;预后;肺癌;图像处理;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 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
2 Sequence-based protein structure optimization using enhanced simulated annealing algorithm on a coarse-grained model 期刊论文 Zhang Lizhong;Ma He;Qian Wei;Li Haiyan
3 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
4 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
5 Deep CNN model using CT radiomics feature mapping recognizes EGFR gene mutation status of lung adenocarcinoma 期刊论文 Baihua Zhang;Shouliang Qi;Xiaohuan Pan;Chen Li;Yudong Yao;Wei Qian;Yubao Guan
6 Galectin-9 as a prognostic biomarker in small cell lung cancer 期刊论文 Xu Yaolin;Guan Chao;Zhang Xiaoye
7 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
8 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
9 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
10 Protein structure optimization using improved simulated annealing algorithm on a three-dimensional AB off-lattice model 期刊论文 Zhang Lizhong;Ma He;Qian Wei;Li Haiyan
11 Lung nodule classification using local kernel regression models with out-of-sample extension 期刊论文 Wei Guohui;Ma He;Qian Wei;Han Fangfang;Jiang Hongyang;Qi Shouliang;Qiu Min
12 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
13 Content-based image retrieval for Lung Nodule Classification Using Texture Features and Learned Distance Metric 期刊论文 Wei Guohui;Cao Hui;Ma He;Qi Shouliang;Qian Wei;Ma Zhiqing
14 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
15 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
16 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
17 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
18 Predicting Unnecessary Nodule Biopsies from a Small, Unbalanced, and Pathologically Proven Dataset by Transfer Learning 期刊论文 Han Fangfang;Yan Linkai;Chen Junxin;Teng Yueyang;Chen Shuo;Qi Shouliang;Qian Wei;Yang Jie;Moore William;Zhang Shu;Liang Zhengrong
19 小细胞肺癌免疫治疗的研究进展 期刊论文 管超;于莉;徐兆国;崔国元;张晓晔
20 Predicting unnecessary nodule biopsy for a small lung cancer screening dataset by less-abstractive deep features 会议论文 Han Fangfang;Yan Linkai;Li Chen;Qi Shouliang;Moore William;Liang Zhengrong;Qian Wei
21 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
22 Cryptanalysis and improvement in an image encryption scheme using combination of the 1D chaotic map 期刊论文 Chen Junxin;Han Fangfang;Qian Wei;Yao Yu Dong;Zhu Zhi liang
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