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Identifying Alzheimer’s Disease-Induced Topology Alterations in Structural Networks Using Convolutional Neural Networks
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 8, 2023
作者:
Liu, Feihong
;
Pan, Yongsheng
;
Yang, Junwei
;
Xie, Fang
;
He, Xiaowei
Adobe PDF(970Kb)
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收藏
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浏览/下载：289/0
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提交时间：2023/11/24
Convolution
Convolutional neural networks
Graph neural networks
Learning systems
Magnetic resonance imaging
Medical imaging
Alzheimer
Alzheimer’s disease
Classification accuracy
Convolutional neural network
Graph learning
Heterogeneous topologies
High angular resolutions
Learning methods
Structural networks
White matter connectivities
TransDose: Transformer-based radiotherapy dose prediction from CT images guided by super-pixel-level GCN classification
期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 89
作者:
Jiao, Zhengyang
;
Peng, Xingchen
;
Wang, Yan
;
Xiao, Jianghong
;
Nie, Dong
Adobe PDF(5382Kb)
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收藏
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浏览/下载：366/0
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提交时间：2023/08/11
Computerized tomography
Convolution
Convolutional neural networks
Image classification
Image segmentation
Pixels
Radiotherapy
Convolutional networks
CT Image
Dose distributions
Dose prediction
Graph convolutional network
Pixel classification
Segmentation masks
Super pixel classification
Super pixels
Transformer
Hierarchical Graph Convolutional Network Built by Multiscale Atlases for Brain Disorder Diagnosis Using Functional Connectivity
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 卷号: PP, 期号: 99, 页码: 1-13
作者:
Adobe PDF(2249Kb)
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浏览/下载：665/189
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提交时间：2023/07/14
Convolution
Deep learning
Diagnosis
Hierarchical systems
Magnetic resonance imaging
Network architecture
Neural networks
Brain disorders
Brain multiscale hierarchy
Convolutional neural network
Features extraction
Functional connectivity network
Functional connectivity networks
Functional magnetic resonance imaging
Graph convolutional neural network
Head
Multiscale hierarchies
Cache-locality Based Adaptive Warp Scheduling for Neural Network Acceleration on GPGPUs
会议论文
INTERNATIONAL SYSTEM ON CHIP CONFERENCE, Belfast, Northern Ireland, United kingdom, September 5, 2022 - September 8, 2022
作者:
Hu, Weiming
;
Zhou, Yi
;
Quan, Ying
;
Wang, Yuanfeng
;
Lou, Xin
Adobe PDF(1352Kb)
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收藏
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浏览/下载：357/0
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提交时间：2022/11/11
Convolution
Graphics processing unit
Multilayer neural networks
Network layers
Neural network models
Program processors
Scheduling
Cache locality
Convolutional neural network
General purpose graph processing unit
Graph processing
Neural network model
Performance
Processing units
Scheduling policies
Warp scheduling
Predicting Brain Amyloid-beta PET Grades with Graph Convolutional Networks Based on Functional MRI and Multi-Level Functional Connectivity
期刊论文
JOURNAL OF ALZHEIMERS DISEASE, 2022, 卷号: 86, 期号: 4
作者:
Li, Chaolin
;
Liu, Mianxin
;
Xia, Jing
;
Mei, Lang
;
Yang, Qing
Adobe PDF(1125Kb)
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收藏
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浏览/下载：435/1
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提交时间：2022/05/18
Amyloid-beta
brain network
functional connectivity
graph convolutional neural network
positron emission tomography
Modular Graph Encoding and Hierarchical Readout for Functional Brain Network Based eMCI Diagnosis
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Singapore, Singapore, September 18, 2022 - September 18, 2022
作者:
Mei, Lang
;
Liu, Mianxin
;
Bian, Lingbin
;
Zhang, Yuyao
;
Shi, Feng
Adobe PDF(18005Kb)
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收藏
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浏览/下载：246/0
|
提交时间：2023/03/10
Convolution
Functional neuroimaging
Graph neural networks
Magnetic resonance imaging
Message passing
Network coding
Brain functions
Brain networks
Cognitive impairment
Convolutional networks
Early mild cognitive impairment
Functional magnetic resonance imaging
Graph convolutional network
Graph encoding
Modular graph
Network-based
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