基于机器学习与并行计算的颈动脉斑块稳定性研究

61873156
2018
F0305.生物、医学信息系统与技术
谢江
面上项目
教授
上海大学
60万元
颈动脉斑块;高性能计算;流固耦合;机器学习;患病风险预测
2019-01-01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 Identification of Key Regulatory Genes and Pathways in Prefrontal Cortex of Alzheimer's Disease 期刊论文 Fuzhang Yang;Xin Diao;Fushuai Wang;Quanwei Wang;Jiamin Sun;Yan Zhou;Jiang Xie
2 A Novel Differential Essential Genes Prediction Method Based on Random Forests Model 会议论文 Jiang Xie;Jiamin Sun;Jiaxin Li;Fuzhang Yang;Haozhe Li;Jiao Wang
3 CRISPR-OTE: Prediction of CRISPR On-Target Efficiency Based on Multi-Dimensional Feature Fusion 期刊论文 Jiang Xie;Mengjiao Liu;Liang Zhou
4 A Novel Weight Learning Approach Based on Density for Accurate Prediction of Atherosclerosis 会议论文 Jiang Xie;Ruiying Wu;Haitao Wang;Yanyan Kong;Haozhe Li;Wu Zhang
5 迭代式特征选择的单细胞分化轨迹推断算法 期刊论文 何鸿坚;殷依婷;谢江
6 TIPD: A Probability Distribution-Based Method for Trajectory Inference from Single-Cell RNA-Seq Data 期刊论文 Jiang Xie;Yiting Yin;Jiao Wang
7 基于流体速度场的超声颈动脉斑块分割方法 专利 谢江;沈华雨;张武;刘彬东
8 从差异网络中识别驱动基因的方法 专利 谢江;杨伏长;王娇
9 基于超声视频的颈动脉斑块跟踪和回声分类框架及方法 专利 谢江;徐晓春;李莹
10 Prediction of Essential Genes in Comparison States Using Machine Learning 期刊论文 Jiang Xie;Chang Zhao;Jiamin Sun;Jiaxin Li;Fuzhang Yang;Jiao Wang;Qing Nie
11 Multi-Feature Fusion Method for Identifying Carotid Artery Vulnerable Plaque 期刊论文 Xiaochun Xu;Ling Huang;Ruiying Wu;Wu Zhang;Guangtai Ding;Li Liu;Mingyan Chi;Jiang Xie
12 基于格子Boltzmann方法和大涡模拟的颈动脉分叉狭窄流动并行计算 期刊论文 张毅卓;葛森;王良军;谢江;曹洁;张武
13 An Evolving Sea Surface Temperature Predicting Method Based on Multidimensional Spatiotemporal Influences 期刊论文 Jiang Xie;Jiaming Ouyang;Jiyuan Zhang;Baogang Jin;Suixiang Shi;Lingyu Xu
14 Differential Network Analysis Reveals Regulatory Patterns in Neural Stem Cell Fate Decision 期刊论文 Jiang Xie;Yiting Yin;Fuzhang Yang;Jiamin Sun;Jiao Wang
15 A Scalable Moving Boundary Treatment in the Lattice Boltzmann Method 期刊论文 Peng He;Jiang Xie;Liangjun Wang;Wu Zhang
16 CPTV: Classification by tracking of carotid plaque in ultrasound videos 期刊论文 Jiang Xie;Ying Li;Xiaochun Xu;Jinzhu Wei;Haozhe Li;Shuo Wu;Haibing Chen
17 NDDR-LCS: A Multi-Task Learning Method for Classification of Carotid Plaques 会议论文 Huayu Shen;Wu Zhang;Haiya Wang;Guangtai Ding;Jiang Xie
18 Small Molecule Drug and Biotech Drug Interaction Prediction Based on Multi-Modal Representation Learning 期刊论文 Dingkai Huang;Hongjian He;Jiaming Ouyang;Chang Zhao;Xin Dong;Jiang Xie
19 Graphlet Degree Vector方法的优化与并行 期刊论文 宋祥帅;杨伏长;谢江;张武
20 颈动脉斑块的流固耦合数值模拟 期刊论文 万栋栋;何鹏;张武;高晓龙;谢江
21 Large-scale lattice Boltzmann method simulations of stenosed carotid bifurcation 会议论文 Sen Ge;Jiang Xie;Haiya Wang;Cong Zhu;Wu Zhang
22 基于关键点检测的颈动脉斑块回声分类方法 专利 谢江;刘彬东;张武
23 Kernel Differential Subgraph Analysis to Reveal the Key Period Aecting Glioblastoma 期刊论文 Jiang Xie;Jiamin Sun;Jiatai Feng;Fuzhang Yang;Jiao Wang;Tieqiao Wen;Qing Nie
24 KDPCnet: A Keypoint-Based CNN for the Classification of Carotid Plaque 会议论文 Bindong Liu;Wu Zhang;Jiang Xie
25 STE-COVIDNet: A Multi-channel Model with Attention Mechanism for Time Series Prediction of COVID-19 Infection 会议论文 Hongjian He;Xinwei Lu;Dingkai Huang;Jiang Xie
26 An Adaptive Scale Sea Surface Temperature Predicting Method Based on Deep Learning With Attention Mechanism 期刊论文 Jiang Xie;Jiyuan Zhang;Jie Yu;Lingyu Xu
27 一种用于预测心血管疾病的医疗数据处理方法 专利 谢江;吴蕊颖;王海涛;张武;孔艳艳
28 A novel approach with dual-sampling convolutional neural network for ultrasound image classification of breast tumors 期刊论文 Jiang Xie;Xiangshuai Song;Wu Zhang;Qi Dong;Yan Wang;Fenghua Li;Caifeng Wan
29 Dual-Branch Convolutional Neural Network Based on Ultrasound Imaging in the Early Prediction of Neoadjuvant Chemotherapy Response in Patients With Locally Advanced Breast Cancer 期刊论文 Jiang Xie;Huachan Shi;Chengrun Du;Xiangshuai Song;Jinzhu Wei;Qi Dong;Caifeng Wan
30 TP-DDI: A Two-Pathway Deep Neural Network for Drug–Drug Interaction Prediction 期刊论文 Jiang Xie;Chang Zhao;Jiaming Ouyang;Hongjian He;Dingkai Huang;Mengjiao Liu;Jiao Wang;Wenjun Zhang
31 DNF: A differential network flow method to identify rewiring drivers for gene regulatory networks 期刊论文 Jiang Xie;Fuzhang Yang;Jiao Wang;Mathew Karikomi;Yiting Yin;Jiamin Sun;Tieqiao Wen;Qing Nie
32 Prediction of cardiovascular diseases using weight learning based on density information 期刊论文 Jiang Xie;Ruiying Wu;Haitao Wang;Haibing Chen;Xiaochun Xu;Yanyan Kong;Wu Zhang
33 ATP11B deficiency leads to impairment of hippocampal synaptic plasticity 期刊论文 Jiao Wang;Weihao Li;Fangfang Zhou;Ruili Feng;Fushuai Wang;Shibo Zhang;Jie Li;Qian Li;Yajiang Wang;Jiang Xie;Tieqiao Wen
34 基于双通道卷积神经网络的癌症化疗疗效早期预测方法 专利 谢江;史华婵;宋祥帅
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