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Learning better contrastive view from radiologist's gaze
期刊论文
PATTERN RECOGNITION, 2025, 卷号: 162
作者:
Wang, Sheng
;
Zhao, Zihao
;
Zhuang, Zixu
;
Ouyang, Xi
;
Zhang, Lichi
Adobe PDF(2476Kb)
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浏览/下载:159/24
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提交时间:2025/02/12
% reductions
Augmented images
Data augmentation
Eye-tracking
Human visual attention
Input image
Performance
Random data
Visual Attention
X-ray image
Developing a multiomics data-based mathematical model to predict colorectal cancer recurrence and metastasis
期刊论文
BMC MEDICAL INFORMATICS AND DECISION MAKING, 2025, 卷号: 25, 期号: SUPPL2
作者:
Li, Bing
;
Xiao, Ming
;
Zeng, Rong
;
Zhang, Le
Adobe PDF(2681Kb)
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收藏
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浏览/下载:3/1
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提交时间:2025/05/26
Multiomics
Colorectal cancer
Recurrence and metastasis
Data augmentation
Ensemble learning
Towards Accurate Fetal Brain Parcellation via Hierarchical Network and Loss
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 6, 2024 - October 6, 2024
作者:
Huang, Shijie
;
Zhang, Kai
;
Huang, Jiawei
;
Kong, Lingnan
;
Zhu, Fangmei
收藏
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浏览/下载:252/0
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提交时间:2024/11/29
Brain mapping
Deep learning
Image coding
Image enhancement
Image segmentation
Labeled data
Neonatal monitoring
Nuclear magnetic resonance
Self-supervised learning
Semi-supervised learning
Brain regions
Data augmentation
Fetal brain
Fine grained
Hierarchical model
Hierarchical network
Human Connectome
Segmentation
Semi-supervised learning
Simple++
AugGPT: Leveraging ChatGPT for Text Data Augmentation
期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2025, 卷号: PP, 期号: 99
作者:
Dai, Haixing
;
Liu, Zhengliang
;
Liao, Wenxiong
;
Huang, Xiaoke
;
Cao, Yihan
Adobe PDF(1043Kb)
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浏览/下载:168/29
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提交时间:2025/03/14
Contrastive Learning - Data assimilation - Spatio-temporal data
Augmentation methods - Data augmentation - Few-shot learning - Language model - Language processing - Large language model - Natural language processing - Natural languages - Sample sizes - Text data
Learning Robust Named Entity Recognizers From Noisy Data With Retrieval Augmentation
预印本
2024
作者:
Ai, Chaoyi
;
Jiang, Yong
;
Huang, Shen
;
Xie, Pengjun
;
Tu, Kewei
Adobe PDF(822Kb)
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收藏
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浏览/下载:285/0
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提交时间:2024/08/14
named entity recognition
robust learning from noisy data
retrieval augmentation
Generic protein-ligand interaction scoring by integrating physical prior knowledge and data augmentation modelling
期刊论文
NATURE MACHINE INTELLIGENCE, 2024, 卷号: 6, 期号: 6, 页码: 688-700
作者:
Cao, Duanhua
;
Chen, Geng
;
Jiang, Jiaxin
;
Yu, Jie
;
Zhang, Runze
Adobe PDF(3326Kb)
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浏览/下载:211/0
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提交时间:2024/06/17
Graph neural networks
Lead compounds
Proteins
Data augmentation
Data-driven methods
Docking methods
Graph neural networks
Heterogeneous graph
Prior-knowledge
Protein-ligand interactions
Robust methods
Standing problems
Training data
sTBI-GAN: An adversarial learning approach for data synthesis on traumatic brain segmentation
期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2024, 卷号: 112
作者:
Zhao, Xiangyu
;
Zang, Di
;
Wang, Sheng
;
Shen, Zhenrong
;
Xuan, Kai
Adobe PDF(3067Kb)
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收藏
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浏览/下载:312/4
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提交时间:2024/02/23
Brain
Image enhancement
Image segmentation
Magnetic resonance
Magnetic resonance imaging
Medical imaging
Metadata
Adversarial learning
Brain segmentation
Data augmentation
Data synthesis
Image Inpainting
Images synthesis
Inpainting
Learning approach
Medical image synthesis
Traumatic Brain Injuries
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:396/0
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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
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:347/2
|
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
Optimizing distortion magnitude for data augmentation in few-shot remote sensing scene classification
期刊论文
INTERNATIONAL JOURNAL OF REMOTE SENSING, 2024, 卷号: 45, 期号: 4, 页码: 1134-1147
作者:
Dong, Zhong
;
Lin, Baojun
;
Xie, Fang
收藏
|
浏览/下载:340/0
|
提交时间:2024/02/23
Classification (of information)
Learning systems
Classification performance
Classification tasks
Data augmentation
Distortion magnitude
Feature distortion
Remote sensing images
Remote sensing scene classification
Remote-sensing
Scene classification
Shot classification
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