基于异构数据融合及脑网络构建的阿尔兹海默病早期诊断关键技术

61902058
2019
F0213.生物信息计算与数字健康
代茵
青年科学基金项目
副教授
东北大学
29万元
多模态数据融合;计算机辅助诊断;脑网络;深度学习
2020-01-01到2022-12-31
  • 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 Computer-Aided Diagnosis of Alzheimer’s Disease via Deep Learning Models and Radiomics Method 期刊论文 Yin Dai;Wenhe Bai;Zheng Tang;Zian Xu;Weibing Chen
2 Early Ventricular Fibrillation Prediction Based on Topological Data Analysis of ECG Signal 期刊论文 Tianyi Ling;Ziyu Zhu;Yanbing Zhang;Fangfang Jiang
3 Auxiliary diagnosis of heterogeneous data of Parkinson’s disease based on improved convolution neural network 期刊论文 Dai Yin;Yiqi Zhao;Yang Wang;Wenpu Zhao;Xiaoming Hu
4 Quantitative Analysis Using Consecutive Time Window for Unobtrusive Atrial Fibrillation Detection Based on Ballistocardiogram Signal 期刊论文 Tianqing Cheng;Fangfang Jiang;Qing Li;Jitao Zeng;Biyong Zhang
5 Topological Data Analysis Approach to Extract the Persistent Homology Features of Ballistocardiogram Signal in Unobstructive Atrial Fibrillation Detection 期刊论文 Fangfang Jiang;Bowen Xu;Ziyu Zhu;Biyong Zhang
6 基于注意力机制的U-Net脑脊液细胞分割 期刊论文 代茵;刘维宾;董昕阳;宋雨朦
7 TransMed: Transformers Advance Multi-Modal Medical Image Classification 期刊论文 Dai Yin;Gao Yifan;Liu Fayu
8 Recent Research for Unobtrusive Atrial Fibrillation Detection Methods Based on Cardiac Dynamics Signals: A Survey 期刊论文 Fangfang Jiang;Yihan Zhou;Tianyi Ling;Yanbing Zhang;Ziyu Zhu
9 基于相空间重构的心冲击信号房颤检测方法 期刊论文 蒋芳芳;王浩乾;程天庆;洪楚航
10 Attention-based multi-scale features fusion for unobtrusive atrial fibrillation detection using ballistocardiogram signal 期刊论文 Jiang Fangfang;Hong Chuhang;Cheng Tianqing;Wang Haoqian;Xu Bowen;Zhang Biyong
11 Development of artificial neural networks for breast histopathological image analysis 期刊论文 李晨;代茵
12 Multi-Focus Image Fusion Based on Convolution Neural Network for Parkinson’s Disease Image Classification 期刊论文 Yin Dai;Yumeng Song;Weibin Liu;Wenhe Bai;Yifan Gao;Xinyang Dong;Wenbo Lv
13 An Unsupervised Registration Method for Brain Images Based on Contour Guidance 会议论文 Xiaoguo Fei;Huiyan Jiang;Hongyu Pan;Yin Dai
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