基于青光眼多源异构医疗数据的深度学习模型与可视化方法研究

81801778
2018
H2708.医学图像数据处理、分析与可视化
张立
青年科学基金项目
助理研究员
北京大学
21万元
计算机辅助诊断;深度学习;医学影像分析;可视化方法;青光眼
2019-01-01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 ASCNET: Adaptive-Scale Convolutional Neural Networks for Multi-Scale Feature Learning 会议论文 Mo Zhang;Jie Zhao;Xiang Li;Li Zhang;Quanzheng Li
2 AF-SEG: An Annotation-Free Approach for Image Segmentation by Self-Supervision and Generative Adversarial Network 会议论文 Fei Yu;Hexin Dong;Mo Zhang;Jie Zhao;Bin Dong;Quanzheng Li;Li Zhang
3 DAST: Unsupervised Domain Adaptation in Semantic Segmentation Based on Discriminator Attention and Self-Training 会议论文 Fei Yu;Mo Zhang;Hexin Dong;Sheng Hu;Bin Dong;Li Zhang
4 Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images 会议论文 Yu Fei;Zhao Jie;Gong Yanjun;Wang Zhi;Li Yuxi;Yang Fan;Dong Bin;Li Quanzheng;Zhang Li
5 AUTOMATED SEGMENTATION OF CERVICAL NUCLEI IN PAP SMEAR IMAGES USING DEFORMABLE MULTI-PATH ENSEMBLE MODEL 会议论文 Zhao Jie;Li Quanzheng;Li Xiang;Li Hongfeng;Zhang Li
6 PGU-net-plus: Progressive Growing of U-net for Automated Cervical Nuclei Segmentation 会议论文 Zhao Jie;Dai Lei;Zhang Mo;Yu Fei;Li Meng;Li Hongfeng;Wang Wenjia;Zhang Li
7 A radiomics model combined with XGBoost may improve the accuracy of distinguishing between mediastinal cysts and tumors: a multicenter validation analysis 期刊论文 Xing Wang;Xiaofang You;Li Zhang;Dayu Huang;Beatrice Aramini;Leonid Shabaturov;Gening Jiang;Jiang Fan
8 Multi-level Domain Adaptive learning for Cross-Domain Detection 会议论文 Xie Rongchang;Yu Fei;Wang Jiechao;Wang Yizhou;Zhang Li
9 Annotation-Free Gliomas Segmentation Based on a Few Labeled General Brain Tumor Images 会议论文 Hexin Dong;Fei Yu;Han Jiang;Hua Zhang;Bin Dong;Quanzheng Li;Li Zhang
10 BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation 会议论文 Mo Zhang;Fei Yu;Jie Zhao;Li Zhang;Quanzheng Li
11 方舱医院建设工作手册(中英双语版) 专著 张立;刘毅俊;陈昊;赵昕;吕永宁;张斌;方金鸣;洪李峰;万军;毛宗福;黄明芳;马占军;马文奎;樊琳;杨静;杜晓涛;姚雪;龚翼华
12 Deep learning combined with radiomics may optimize the prediction in differentiating high-grade lung adenocarcinomas in ground glass opacity lesions on CT scans 期刊论文 Wang Xing;Zhang Li;Yang Xin;Tang Lei;Zhao Jie;Chen Gaoxiang;Li Xiang;Yan Shi;Li Shaolei;Yang Yue;Kang Yue;Li Quanzheng;Wu Nan
13 AUTOMATED SEGMENTATION OF PULMONARY LOBES USING COORDINATION-GUIDED DEEP NEURAL NETWORKS 会议论文 Wang Wenjia;Chen Junxuan;Zhao Jie;Chi Ying;Xie Xuansong;Zhang Li;Hua Xiansheng
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