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Exploring Multiconnectivity and Subdivision Functions of Brain Network via Heterogeneous Graph Network for Cognitive Disorder Identification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024
作者:
Dongdong Chen
;
Mengjun Liu
;
Zhenrong Shen
;
Linlin Yao
;
Xiangyu Zhao
Adobe PDF(2862Kb)
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浏览/下载:192/2
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提交时间:2024/10/28
Brain mapping
Data flow graphs
Network coding
Neurodegenerative diseases
Brain connectivity
Brain functions
Brain network analyze
Brain networks
Graph networks
Graph neural network
Graph neural networks
Heterogeneous graph
Human intelligence
Self-attention
Multi-scale self-attention-based feature enhancement for detection of targets with small image sizes
期刊论文
PATTERN RECOGNITION LETTERS, 2023, 卷号: 166, 页码: 46-52
作者:
Deng, Ying
;
Hu, Xingliang
;
Li, Bing
;
Zhang, Congxuan
;
Hu, Weiming
Adobe PDF(809Kb)
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浏览/下载:272/0
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提交时间:2023/03/10
Image enhancement
Back-bone network
Detection of target with small image size
Feature combination
Feature enhancement
Multi-layers
Multi-scale combination, self-attention
Multi-scale features
Multi-scales
Smallest image
Topdown
WLiT: Windows and Linear Transformer for Video Action Recognition
期刊论文
SENSORS, 2023, 卷号: 23, 期号: 3
作者:
Sun, Ruoxi
;
Zhang, Tianzhao
;
Wan, Yong
;
Zhang, Fuping
;
Wei, Jianming
Adobe PDF(1368Kb)
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浏览/下载:283/64
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提交时间:2023/03/10
rtificial intelligence
Action recognition
Feature map
Linear attention
Recognition accuracy
Self-attention
Spatial windows
Spatial-window attention
Spatiotemporal information
Transformer
Video understanding
Learnable Subdivision Graph Neural Network for Functional Brain Network Analysis and Interpretable Cognitive Disorder Diagnosis
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 12, 2023
作者:
Chen, Dongdong
;
Liu, Mengjun
;
Shen, Zhenrong
;
Zhao, Xiangyu
;
Wang, Qian
Adobe PDF(155917Kb)
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浏览/下载:278/0
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提交时间:2023/11/10
Graph neural networks
Transfer functions
Attention mechanisms
Brain cognitive
Brain network analyse
Brain networks
Brain state
Graph neural networks
Network functions
Network representation
Self-attention mechanism
Subdivision graphs
HB-YOLOv5: Improved YOLOv5 Based on Hybrid Backbone for Infrared Small Target Detection on Complex Backgrounds
会议论文
PROCEEDINGS OF SPIE - THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, Nantong, China, September 17, 2022 - September 19, 2022
作者:
Adobe PDF(9125Kb)
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浏览/下载:229/1
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提交时间:2023/06/09
Complex networks
Convolution
National security
2d gaussian distribution
Complex background
Convolution network
Detecting systems
Infrared detecting
Infrared small target detection
Infrared small targets
Infrared tracking
Self-attention
Small target detection
FedTP: Federated Learning by Transformer Personalization
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 卷号: PP, 期号: 99, 页码: 1-15
作者:
Li, Hongxia
;
Cai, Zhongyi
;
Wang, Jingya
;
Tang, Jiangnan
;
Ding, Weiping
Adobe PDF(1834Kb)
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浏览/下载:503/74
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提交时间:2023/06/30
Data privacy
Job analysis
Learning algorithms
Learning systems
Machine learning
Federated learning
Hypernetwork
Learn+
Learn-to-personalize
Personalizations
Personalized federated learning
Self-attention
Task analysis
Transformer
Recent advances and clinical applications of deep learning in medical image analysis
期刊论文
MEDICAL IMAGE ANALYSIS, 2022, 卷号: 79
作者:
Chen, Xuxin
;
Wang, Ximin
;
Zhang, Ke
;
Fung, Kar-Ming
;
Thai, Theresa C.
Adobe PDF(3333Kb)
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浏览/下载:866/289
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提交时间:2022/05/20
Deep learning
Diagnosis
Image analysis
Image classification
Image enhancement
Large dataset
Medical imaging
Supervised learning
Attention
Clinical application
Deep learning
Detection
Medical image
Medical image analysis
Registration
Segmentation
Self-supervised learning
Vision transformer
LA-Net: Lung Adenocarcinoma Classification with Assistants from Lung Nodule Classification and Positional Information
会议论文
PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Kolkata, India, March 28, 2022 - March 31, 2022
作者:
Meng, Mancheng
;
Liu, Mianxin
;
Zhang, Xianjie
;
Liu, Yuxuan
;
Cai, Xiran
Adobe PDF(1120Kb)
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浏览/下载:620/0
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提交时间:2022/05/20
Classification (of information)
Computer aided diagnosis
Convolutional neural networks
Diseases
Domain Knowledge
Transfer learning
Attention mechanisms
Classification informations
Convolutional neural network
Fatal cancers
Lung adenocarcinoma classification
Lung Cancer
Lung nodule
Positional information
Self-attention mechanism
Transfer learning
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