大脑影像智能分析的小样本学习理论与方法研究

11971296
2019
A0606.人工智能中的数学理论与方法
应时辉
面上项目
教授
上海大学
50万元
图像配准;计算机辅助诊断;人工智能;医学影像分析;大脑影像
2020-01-01到2023-12-31
  • 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 Symmetric diffeomorphic image registration with multi-label segmentation masks 期刊论文 Chenwei Cai;Lvda Wang;Shihui Ying
2 Intrinsic semi-parametric regression model on Grassmannian manifolds with applications 期刊论文 Xuanxuan Sheng;Di Xiong;Shihui Ying
3 A Weighting Method for Feature Dimension by Semisupervised Learning With Entropy 期刊论文 Dequan Jin;Murong Yang;Ziyan Qin;Jigen Peng;Shihui Ying
4 GAME: GAussian Mixture Error-based meta-learning architecture 期刊论文 Jinhe Dong;Jun Shi;Yue Gao;Shihui Ying
5 Long Time Series Deep Forecasting with Multiscale Feature Extraction and Seq2seq Attention Mechanism 期刊论文 Xin Wang;Zhiming Cai;Yixian Luo;Zhijie Wen;Shihui Ying
6 Multi-metric Joint Discrimination Network for Few-Shot Classification 会议论文 Wei Wang;Zhijie Wen;Liyan Ma;Shihui Ying
7 基于深度学习的医学影像配准综述 期刊论文 应时辉;杨菀;杜少毅;施俊
8 Multitask transfer learning with kernel representation 期刊论文 Yulu Zhang;Shihui Ying;Zhijie Wen
9 Proximal Gradient Method for Nonconvex and Nonsmooth Optimization on Hadamardmanifolds 期刊论文 Shuailing Feng;Wen Huang;Lele Song;Shihui Ying;Tieyong Zeng
10 Intrinsic partial linear models for manifold-valued data 期刊论文 Di Xiong;Shihui Ying;Hongtu Zhu
11 Time multiscale regularization for nonlinear image registration 期刊论文 Lili Bao;Ke Chen;Dexing Kong;Shihui Ying;Tieyong Zeng
12 JSMix: a holistic algorithm for learning with label noise 期刊论文 Zhijie Wen;Hui Xu;Shihui Ying
13 Doubly Supervised Transfer Classifier for Computer-Aided Diagnosis with Imbalanced Modalities 期刊论文 Xiangmin Han;Xiaoyan Fei;Jun Wang;Tao Zhou;Shihui Ying;Jun Shi;Dinggang Shen
14 GCSBA-Net: Gabor-based and Cascade Squeeze Bi-Attention Network for Gland Segmentation 期刊论文 Zhijie Wen;Ru Feng;Jingxin Liu;Ying Li;Shihui Ying
15 Topology-preserving nonlinear shape registration on the shape manifold 期刊论文 Lei Jin;Zhijie Wen;Zhongyi Hu
16 ML-DSVM+: A meta-learning based deep SVM+ for computer-aided diagnosis 期刊论文 Xiangmin Han;Jun Wang;Shihui Ying;Jun Shi;Dinggang Shen
17 Sliding at first order: higher-order momentum distributions for discontinuous image registration 期刊论文 Lili Bao;Jiahao Lu;Shihui Ying;Stefan Sommer
18 Hybrid Lagrange Neural Networks for Solving Partial Differential Equations 期刊论文 Ying Li;Longxiang Xu;Fangjun Mei;Shihui Ying
19 Decoupled learning for brain image registration 期刊论文 Jinwu Fang;Na Lv;Jia Li;Hao Zhang;Jiayuan Wen;Wan Yang;Jingfei Wu;Zhijie Wen
20 Domain adaptive semantic segmentation by optimal transport 期刊论文 Yaqian Guo;Xin Wang;Ce Li;Shihui Ying
21 视觉信息复杂关联计算 奖励 高跃;纪荣嵘;马楠;杜少毅;应时辉
22 Self-adaptive subspace representation from a geometric intuition 期刊论文 Lipeng Cai;Jun Shi;Shaoyi Du;Yue Gao;Shihui Ying
23 DeLISA: Deep learning based iteration scheme approximation for solving PDEs 期刊论文 Ying Li;Zuojia Zhou;Shihui Ying
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