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Multimodal Fusion of Brain Imaging Data: Methods and Applications
期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 136-152
作者:
Na Luo
收藏
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浏览/下载:1/0
  |  
提交时间:2024/01/25
Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders
Weighted sum of harmonic signals for direct imaging in magnetic particle imaging
期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2023, 卷号: 68, 期号: 1, 页码: 13
作者:
Liu, Yanjun
;
Hui, Hui
;
Liu, Sijia
;
Li, Guanghui
;
Zhang, Bo
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2023/02/22
magnetic particle imaging
short-time fourier transform
direct imaging
multi-patch imaging
Patient-level grading prediction of prostate cancer from mp-MRI via GMINet
期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 卷号: 150, 页码: 10
作者:
Shao, Lizhi
;
Liu, Zhenyu
;
Liu, Jiangang
;
Yan, Ye
;
Sun, Kai
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  |  
浏览/下载:17/0
  |  
提交时间:2022/11/21
mp-MRI
Prostate cancer
Grade group
Patient-level prediction
Deep learning
Optical magnetic multimodality imaging of plectin-1-targeted imaging agent for the precise detection of orthotopic pancreatic ductal adenocarcinoma in mice
期刊论文
EBIOMEDICINE, 2022, 卷号: 80, 页码: 16
作者:
Zhang, Wenjia
;
Liang, Xiaolong
;
Zhu, Liang
;
Zhang, Xinyu
;
Jin, Zhengyu
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  |  
浏览/下载:45/0
  |  
提交时间:2022/09/19
Pancreatic ductal adenocarcinoma (PDAC)
Magnetic particle imaging (MPI)
Superparamagnetic iron oxide nanoparticles (SPIONs)
Fluorescence molecular imaging (FMI)
Magnetic resonance imaging (MRI)
Deep learning signatures reveal multiscale intratumor heterogeneity associated with biological functions and survival in recurrent nasopharyngeal carcinoma
期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2022, 页码: 11
作者:
Zhao, Xun
;
Liang, Yu-Jing
;
Zhang, Xu
;
Wen, Dong-Xiang
;
Fan, Wei
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  |  
浏览/下载:33/0
  |  
提交时间:2022/06/10
Recurrent nasopharyngeal carcinoma
Survival analysis
Radiomics
Deep learning
A two-center radiomic analysis for differentiating major depressive disorder using multi-modality MRI data under different parcellation methods
期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2022, 卷号: 300, 页码: 1-9
作者:
Sun, Kai
;
Liu, Zhenyu
;
Chen, Guanmao
;
Zhou, Zhifeng
;
Zhong, Shuming
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浏览/下载:52/0
  |  
提交时间:2022/02/16
Major depressive disorder
rs-fMRI
VBM
Radiomics
Classification
A novel co-targeting strategy of EGFR/SEC61G for multi-modality fluorescence/MR/photoacoustic imaging of glioblastoma
期刊论文
NANOMEDICINE-NANOTECHNOLOGY BIOLOGY AND MEDICINE, 2022, 卷号: 40, 页码: 11
作者:
Huang, Qi
;
Wang, Kun
;
Wanggou, Siyi
;
Tian, Jie
;
Li, Xuejun
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  |  
浏览/下载:12/0
  |  
提交时间:2022/07/25
Glioblastoma
Multi-modality
Molecular imaging
Dual-target
Theranostic
Alzheimer's level classification by 3D PMNet using PET/MRI multi-modal images
会议论文
Changchun, China, 2022-02-25
作者:
Li, Chao
;
Song, Liyao
;
Zhu, Guangpu
;
Hu, Bingliang
;
Liu, Xuebin
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  |  
浏览/下载:27/0
  |  
提交时间:2022/05/11
Alzheimer's disease
3D CNN
Multi-modality
Image classification
PET/MRI
AMF-Net: An adaptive multisequence fusing neural network for multi-modality brain tumor diagnosis
期刊论文
Biomedical Signal Processing and Control, 2022, 卷号: 72, 页码: 1-10
作者:
Huang Z(黄钲)
;
Zhao YW(赵忆文)
;
Liu YH(刘云会)
;
Song GL(宋国立)
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/11/27
Brain tumor diagnosis
Multisequence fusing neural network
Magnetic resonance imaging
Feature fusion
Prediction of Microvascular Invasion in Hepatocellular Carcinoma via Deep Learning: A Multi-Center and Prospective Validation Study
期刊论文
CANCERS, 2021, 卷号: 13, 期号: 10, 页码: 19
作者:
Wei, Jingwei
;
Jiang, Hanyu
;
Zeng, Mengsu
;
Wang, Meiyun
;
Niu, Meng
收藏
  |  
浏览/下载:52/0
  |  
提交时间:2021/06/15
hepatocellular carcinoma
microvascular invasion
magnetic resonance imaging
computed tomography
deep learning
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