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Whole slide cervical cancer classification via graph attention networks and contrastive learning
期刊论文
NEUROCOMPUTING, 2025, 卷号: 613
作者:
Fei, Manman
;
Zhang, Xin
;
Chen, Dongdong
;
Song, Zhiyun
;
Wang, Qian
Adobe PDF(5797Kb)
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浏览/下载:373/4
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提交时间:2024/11/08
Lung cancer
Automatic diagnosis
Cancer classification
Cervical cancers
Cervical cells
Contextual information
Graph attention network
Images classification
Supervised contrastive learning
Whole slide image classification
Whole slide images
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:276/12
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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
Task-aware Attentional Dynamic Alignment for Few-Shot Compressed Video Classification
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2025, 卷号: PP, 期号: 99
作者:
Wenyang Luo
;
Yufan Liu
;
Bing Li
;
Weiming Hu
;
Stephen Maybank
Adobe PDF(9318Kb)
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浏览/下载:41/1
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提交时间:2025/03/03
Embeddings
Footage counters
Gluing
Image compression
Video recording
Compressed domain
Compressed video
Dynamic alignment
Embeddings
Few-shot learning
Novel task
Shot video classifications
Task-aware
Temporal ordering
Video classification
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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收藏
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浏览/下载:306/8
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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
Performance Evaluation of Multimodal Large Language Models (LLaVA and GPT-4-based ChatGPT) in Medical Image Classification Tasks
会议论文
2024 IEEE 12TH INTERNATIONAL CONFERENCE ON HEALTHCARE INFORMATICS (ICHI), Orlando, FL, USA, 3-6 June 2024
作者:
Yuhang Guo
;
Zhiyu Wan
Adobe PDF(157Kb)
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浏览/下载:229/5
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提交时间:2024/08/26
Biomedical engineering
Computerized tomography
Error correction
Medical applications
Medical image processing
Problem oriented languages
Brain tumor MRI
Brain tumors
Breast ultrasound images
ChatGPT
GPT-4
Language model
Large language model
LLaVA
Medical images processing
Prompt engineering
Tumor classification
VGG
Pedestrian Pose Recognition Based on Frequency-Modulated Continuous-Wave Radar with Meta-Learning
期刊论文
SENSORS, 2024, 卷号: 24, 期号: 9
作者:
Shi, Jiajia
;
Zhang, Qiang
;
Shi, Quan
;
Chu, Liu
;
Braun, Robin
Adobe PDF(8690Kb)
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浏览/下载:381/60
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提交时间:2024/05/24
Classification (of information)
Continuous wave radar
Frequency modulation
Gesture recognition
Image classification
Angular margin loss function
Attention mechanisms
Channel attention mechanism
MAML
Margin loss functions
Metalearning
Micro-Doppler
Millimeter-wave radar
Millimetre-wave radar
Pose recognition
Optimizing Few-Shot Remote Sensing Scene Classification Based on an Improved Data Augmentation Approach
期刊论文
REMOTE SENSING, 2024, 卷号: 16, 期号: 3
作者:
Dong, Zhong
;
Lin, Baojun
;
Xie, Fang
Adobe PDF(3692Kb)
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收藏
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浏览/下载:394/0
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提交时间:2024/02/23
Classification (of information)
Image classification
Space optics
Augmentation methods
Classification learning
Data augmentation
Feature distortion
Few-shot learning
Remote sensing images
Remote sensing scene classification
Remote-sensing
Scene classification
Shot classification
A Bone Lesion Identification Network (BLIN) in CT Images with Weakly Supervised Learning
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:
Deng, Kehao
;
Wang, Bin
;
Ma, Shanshan
;
Xue, Zhong
;
Cao, Xiaohuan
Adobe PDF(1364Kb)
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收藏
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浏览/下载:264/0
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提交时间:2023/11/24
Cams
Chemical activation
Classification (of information)
Computerized tomography
Supervised learning
Activation maps
Attention
Class activation map
CT Image
Lesion identifications
Pathological conditions
Regions of interest
Treatment plans
Weakly supervised learning
Weakly supervision
Distortion Magnitude Control: A Dynamic Augmentation Optimization Approach for Few-Shot Learning in Remote Sensing Scene Classification
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 卷号: 21, 页码: 1-5
作者:
Dong, Zhong
;
Lin, Baojun
;
Xie, Fang
Adobe PDF(5422Kb)
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收藏
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浏览/下载:345/2
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提交时间:2024/01/19
Data augmentation
distortion magnitude
feature distortion
remote sensing (RS) scene classification
Classification (of information)
Image classification
Job analysis
Space optics
Distortion magnitude
Feature distortion
Features extraction
Remote sensing scene classification
Remote-sensing
Scene classification
Task analysis
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)
|
收藏
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浏览/下载:365/0
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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
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