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Predicting infant brain connectivity with federated multi-trajectory GNNs using scarce data
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 102
作者:
Pistos, Michalis
;
Li, Gang
;
Lin, Weili
;
Shen, Dinggang
;
Rekik, Islem
Adobe PDF(5127Kb)
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收藏
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浏览/下载:48/1
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提交时间:2025/04/11
Adversarial machine learning
Contrastive Learning
Graph neural networks
Prediction models
Brain connectivity
Connectomics
Data scarcity
Graph neural networks
Learning frameworks
Longitudinal connectomic dataset
Multi-modal
Multimodal brain graph evolution prediction
Single-baseline
Trajectory prediction
Study of photoneutron reaction based on physics-informed Bayesian neural network
期刊论文
HE JISHU/NUCLEAR TECHNIQUES, 2025, 卷号: 48, 期号: 5
作者:
Sun, Qiankun
;
Zhang, Yue
;
Hao, Zirui
;
Wang, Hongwei
;
Fan, Gongtao
Adobe PDF(1674Kb)
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收藏
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浏览/下载:9/1
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提交时间:2025/06/17
Nuclear reactions
Bayesian neural network models
Bayesian neural networks
Gamma source
Hidden layers
Machine-learning
Photoneutron reaction
Reaction cross-section
Shanghai laser electron gamma source
Training sets
Ultra-Early Prediction of Lithium-ion Battery Cycle Life Based on Visualized Single-Cycle Data
期刊论文
IEEE TRANSACTIONS ON POWER ELECTRONICS, 2025, 卷号: 40, 期号: 5, 页码: 7342-7353
作者:
Wenjin Yang
;
Fanqi Min
;
Jingying Xie
;
Hengzhao Yang
Adobe PDF(7619Kb)
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收藏
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浏览/下载:88/6
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提交时间:2025/02/12
Lithium-ion batteries
Mean square error
Prediction models
Battery cycle life
Convolutional neural network
Cycle data
Cycle life predictions
Image construction
Ion batteries
Lithium ions
Single cycle
Single-cycle data
Ultra-early cycle life prediction
Towards More Discriminative Feature Learning in SNNs With Temporal-Self-Erasing Supervision
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Philadelphia, PA, United states, February 25, 2025 - March 4, 2025
作者:
Liu, Wei
;
Yang, Li
;
Zhao, Mingxuan
;
Xue, Dengfeng
;
Wang, Shuxun
Adobe PDF(3091Kb)
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收藏
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浏览/下载:11/3
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提交时间:2025/06/17
Biologically inspired models
Discriminative features
Diverse features
Feature discrimination
Feature learning
Learn+
Multiple time step
Neural-networks
Spatio-temporal
Temporal dimensions
Cost-Effective Label-free Node Classification with LLMs
会议论文
SIGIR 2025
作者:
Zhang, Taiyan
;
Yang, Renchi
;
Yan, Mingyu
;
Ye, Xiaochun
;
Fan, Dongrui
Adobe PDF(1156Kb)
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收藏
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浏览/下载:39/3
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提交时间:2025/03/19
Graph Neural Network
Label-free Node
Large Language Models
Classification
Impact of Loss Function on the Performance of COVID-19 CT Image Denoising
期刊论文
IEEE TRANSACTIONS ON RADIATION AND PLASMA MEDICAL SCIENCES, 2025, 卷号: 9, 期号: 3, 页码: 304-312
作者:
Ayush Chaturvedi
;
Ritvik Prabhu
;
Mukund Yadav
;
Wu-chun Feng
;
Guohua Cao
Adobe PDF(3943Kb)
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收藏
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浏览/下载:241/7
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提交时间:2024/08/26
Computerized tomography
Deep neural networks
Diagnosis
Image denoising
Lung cancer
Chest CT
Chest CT scans
CT Image
Deconvolutions
Deep learning
Image de-noising
Learning models
Low-dose CT
Multilevels
Multiple levels
Non-Motorized Lane Target Behavior Classification Based on Millimeter Wave Radar With P-Mrca Convolutional Neural Network
期刊论文
IEEE TRANSACTIONS ON BIOMETRICS, BEHAVIOR, AND IDENTITY SCIENCE, 2025, 卷号: 7, 期号: 1, 页码: 71-81
作者:
Jiaqing He
;
Yihan Zhu
;
Bing Hua
;
Zhihuo Xu
;
Yongwei Zhang
Adobe PDF(1977Kb)
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收藏
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浏览/下载:226/0
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提交时间:2024/07/22
Classification (of information)
Convolution
Data acquisition
Deep learning
Extraction
Millimeter waves
Motor transportation
Neural network models
Roads and streets
Accuracy
Attention mechanisms
Deep learning
Doppler signatures
Feature pyramid
Feature pyramid structure
Features extraction
Gait recognition
Legged locomotion
Micro-dopple signature
Micro-Doppler
Multi-scale residual channel attention
Multi-scale residual channel attention network
Multi-scales
Pedestrian
Pyramid structure
Pyramid-multi-scale residual channel attention network
Target recognition
Enhancing Hyperspectral Image Classification with Integrated CNN-GAN Models and Attention Mechanisms
会议论文
PROCEEDINGS OF SPIE - THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, Hong Kong, China, January 10, 2025 - January 12, 2025
作者:
Xie, Zhinan
;
Zhao, Yuhang
;
Deng, Yancong
Adobe PDF(2481Kb)
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收藏
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浏览/下载:11/1
|
提交时间:2025/06/30
Image enhancement
Photointerpretation
Taxonomies
Adversarial networks
Attention
Attention mechanisms
Convolutional neural network
Hybrid nets
Hyperspectral image classification
Model mechanisms
Network models
Remote computers
Remote-sensing
Segmentation of infarct lesions and prognosis prediction for acute ischemic stroke using non-contrast CT scans
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2025, 卷号: 258
作者:
Wang, Xuechun
;
Meng, Yuting
;
Dong, Zhijian
;
Cao, Zehong
;
He, Yichu
Adobe PDF(6591Kb)
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收藏
|
浏览/下载:224/7
|
提交时间:2024/11/29
Diagnosis
Image segmentation
Patient treatment
Prediction models
Radiology
Acute ischemic stroke
Confidence interval
CT-scan
Ischemic strokes
Neural-networks
Non-contrast CT
Patient triage
Prediction modelling
Prognosis prediction
Radiological features
Cost-Effective Label-free Node Classification with LLMs
预印本
2024
作者:
Zhang, Taiyan
;
Yang, Renchi
;
Yan, Mingyu
;
Ye, Xiaochun
;
Fan, Dongrui
Adobe PDF(1156Kb)
|
收藏
|
浏览/下载:24/2
|
提交时间:2025/02/12
Graph Neural Network
Label-free Node
Large Language Models
Classification
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