基于多模态MRI与机器学习的终末期肾病脑铁过载性认知损害神经网络机制与早期预测模型的研究
81901728
2019
H2701.磁共振成像
柴超
青年科学基金项目
主治医师
南开大学
20万元
脑铁过载;多模态磁共振成像;认知损害;终末期肾病;机器学习
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
查看更多信息请先登录或注册
查看更多信息请先登录或注册
查看更多信息请先登录或注册
| 序号 | 标题 | 类型 | 作者 |
|---|---|---|---|
| 1 | 基于卷积神经网络的核磁影像大脑灰质核团分割方法 | 专利 | 刘之洋;柴超;乔鹏冲;赵彬;吴虹;刘国华;吴梦然;夏爽;沈文 |
| 2 | Cerebral blood flow regulates iron overload in the cerebral nuclei of hemodialysis patients with anemia | 期刊论文 | Huiying Wang;Chao Chai;Gemuer Wu;Jinping Li;Chenxi Zhao;Dingwei Fu;Shengtong Zhang;Huapeng Wang;Beini Wang;Jinxia Zhu;Wen Shen;Shuang Xia |
| 3 | Brain Iron Deposition and Cognitive Impairment in Idiopathic RBD: A Quantitative Susceptibility Mapping Study | 会议论文 | Chao Chai;Huiying Wang;Tong Zhang;Jinxia Zhu;Xianchang Zhang;E Mark Haacke;Shuang Xia;Wen Shen |
| 4 | Increased Cerebral Blood flow was Correlated with Neurocognitive Dysfunction in Chronic Hemodialysis Patients: A Arterial Spin Labeling Study | 会议论文 | Chao Chai;Huiying Wang;Tong Zhang;Jinping Li;Yingying Han;Jinxia Zhu;Xianchang Zhang;Shuang Xia;Wen Shen |
| 5 | CAU-Net: A Deep Learning Method for Deep Gray Matter Nuclei Segmentation | 期刊论文 | Chao Chai;Mengran Wu;Huiying Wang;Yue Cheng;Shengtong Zhang;Kun Zhang;Wen Shen;Zhiyang Liu;Shuang Xia |
| 6 | Increased cerebral blood flow is correlated with neurocognitive impairment in long-term hemodialysis patients: an arterial spin labeling MRI study | 期刊论文 | Chai Chao;Zhang Mengjie;Wang Huiying;Li Jinping;Zhang Tong;Han Yingying;Zhu Jinxia;Zhang Xianchang;Xia Shuang;Shen Wen |
| 7 | Assessing brain iron and volume of subcortical nuclei in idiopathic rapid eye movement sleep behavior disorder | 期刊论文 | Xuan Zhang;Chao Chai;Kiarash Ghassaban;Jingyi Ye;Yaqin Huang;Tong Zhang;Wei Wu;Jinxia Zhu;Xianchang Zhang;E. Mark Haacke;Zhiyun Wang;Rong Xue;Shuang Xia |
| 8 | 定量磁共振成像新技术在脑疾病诊断与预后评估中的创新应用 | 奖励 | 夏爽;沈文;柴超;李金萍;常斌鸽;刘松 |
| 9 | Brain Gray Matter Nuclei Segmentation on Quantitative Susceptibility Mapping using Convolutional Neural Network | 会议论文 | Chao Chai;Pengchong Qiao;Bin Zhao;Huiying Wang;Guohua Liu;Hong Wu;E.Mark Haacke;Wen Shen;Xinchen Ye;Zhiyang Liu;Shuang Xia |
| 10 | Regional cerebral gray matter atrophy is associated with cognitive impairment in hemodialysis patients: a cross-sectional and longitudinal voxel-based morphological MRI study | 期刊论文 | Huiying Wang;Lixiang Huang;Gemuer Wu;Jinping Li;Lei Liu;Tong Zhang;Jinxia Zhu;Xianchang Zhang;Wen Shen;Chao Chai;Shuang Xia |
| 11 | Brain gray matter nuclei segmentation on quantitative susceptibility mapping using dual-branch convolutional neural network | 期刊论文 | Chao Chai;Pengchong Qiao;Bin Zhao;Huiying Wang;Guohua Liu;Hong Wu;Wen Shen;Chen Cao;Xinchen Ye;Zhiyang Liu;Shuang Xia |
查看更多信息请先登录或注册
