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Adaptive Separately Constrained Triplet Loss (A-SCTL) for High-Performance Triplet Networks
期刊论文
IEEE TRANSACTIONS ON NANOTECHNOLOGY, 2025, 卷号: 24, 页码: 157-165
作者:
Wang, Ziheng
;
Niknia, Farzad
;
Liu, Shanshan
;
Jiang, Honglan
;
Liu, Siting
Adobe PDF(1283Kb)
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收藏
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浏览/下载:36/1
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提交时间:2025/04/14
Training
Face recognition
Measurement
Accuracy
Hardware
Adaptive systems
Convergence
Data models
Adaptation models
Testing
Deep metric learning classification
face recognition
loss function
triplet networks
Clinical knowledge-guided hybrid classification network for automatic periodontal disease diagnosis in X-ray image
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 99
作者:
Mei, Lanzhuju
;
Deng, Ke
;
Cui, Zhiming
;
Fang, Yu
;
Li, Yuan
Adobe PDF(1824Kb)
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浏览/下载:303/13
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提交时间:2024/11/29
Image annotation
X ray radiography
Bone loss
Classification networks
Clinical knowledge
Disease classification
Disease diagnosis
Hybrid classification
Noisy-OR gate
Paranocmic X-ray image
Periodontal disease
X-ray image
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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浏览/下载:11/1
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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
Distillation of multi-class cervical lesion cell detection via synthesis-aided pre-training and patch-level feature alignment
期刊论文
NEURAL NETWORKS, 2024, 卷号: 178
作者:
Fei, Manman
;
Shen, Zhenrong
;
Song, Zhiyun
;
Wang, Xin
;
Cao, Maosong
Adobe PDF(3396Kb)
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浏览/下载:320/8
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提交时间:2024/06/07
Cells
Classification (of information)
Cytology
Distillation
Feature extraction
Image processing
Network architecture
Automated detection
Cell detection
Cervical lesion cell detection
Cervical lesions
Detection networks
Feature alignment
Images synthesis
Knowledge distillation
Pre-training
Training model
Constructing hierarchical attentive functional brain networks for early AD diagnosis
期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 94
作者:
Zhang, Jianjia
;
Guo, Yunan
;
Zhou, Luping
;
Wang, Lei
;
Wu, Weiwen
Adobe PDF(2260Kb)
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浏览/下载:326/2
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提交时间:2024/04/12
Brain
Deep learning
Brain disease
Brain disease classification
Brain disorders
Brain networks
Conventional constructions
Disease classification
Functional brain network
Hierarchical representation
Rs-fMRI
Transformer
Discovery of Covalent Lead Compounds Targeting 3CL Protease with a Lateral Interactions Spiking Neural Network
期刊论文
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2024, 卷号: 64, 期号: 8, 页码: 3047-3058
作者:
Gu, Zhihao
;
Yan, Yong
;
Liu, Hanwen
;
Wu, Di
;
Yao, Hequan
Adobe PDF(2884Kb)
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浏览/下载:137/0
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提交时间:2024/04/12
Amino acids
Chlorine compounds
Classification (of information)
Coronavirus
Deep learning
Diseases
Neural networks
Classification models
Compound screenings
Covalent binding
Covalent compounds
Inhibitory activity
Large-scales
Lateral interactions
Neural-networks
Noncovalent
Screening models
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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浏览/下载:303/0
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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
Adobe PDF(5382Kb)
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浏览/下载:382/0
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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
A Multi-Grained Self-Interpretable Symbolic-Neural Model For Single/Multi-Labeled Text Classification
会议论文
THE ELEVENTH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS (ICLR 2023), Kigali, Rwanda, 2023-5-1
作者:
Hu, Xiang
;
Kong, Xinyu
;
Tu, Ke wei
Adobe PDF(2202Kb)
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浏览/下载:545/0
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提交时间:2023/03/12
Classification (of information)
Computational linguistics
Forecasting
Multilayer neural networks
Network layers
Text processing
Trees (mathematics)
Interpretability
Language model
Layer stacking
Learn+
Network-based
Neural modelling
Probabilistic models
Stacking architecture
Structured language
Text classification
ML-DSVM+: A meta-learning based deep SVM+ for computer-aided diagnosis
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 134
作者:
Han, Xiangmin
;
Wang, Jun
;
Ying, Shihui
;
Shi, Jun
;
Shen, Dinggang
Adobe PDF(3405Kb)
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收藏
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浏览/下载:724/0
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提交时间:2022/10/14
Brain mapping
Classification (of information)
Computer aided diagnosis
Computer aided instruction
Deep neural networks
Electronic data interchange
Knowledge management
Neurodegenerative diseases
Feature representation
Imaging modality
Learning using privileged information
Metalearning
Performance
Single-modal
Support vector machine plus
Support vectors machine
Target domain
Transfer learning
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