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Regularizing deep networks with label geometry for accurate object localization on small training datasets
期刊论文
PATTERN RECOGNITION LETTERS, 2022, 卷号: 154, 页码: 53-59
作者:
Wang, Xiaolian
;
Hu, Xiyuan
;
Chen, Chen
;
Peng, Silong
Adobe PDF(1455Kb)
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浏览/下载:308/70
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提交时间:2022/06/10
Object detection
Object localization
Label geometry
Box evolution
Small dataset
Human-machine interaction
DATA: Differentiable ArchiTecture Approximation With Distribution Guided Sampling
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 9, 页码: 2905-2920
作者:
Zhang, Xinbang
;
Chang, Jianlong
;
Guo, Yiwen
;
Meng, Gaofeng
;
Xiang, Shiming
;
Lin, Zhouchen
;
Pan, Chunhong
Adobe PDF(1346Kb)
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浏览/下载:312/51
  |  
提交时间:2021/11/02
Computer architecture
Search problems
Optimization
Task analysis
Bridges
Binary codes
Estimation
Neural architecture search(NAS)
ensemble gumbel-softmax
distribution guided sampling
Pay attention to doctor & ndash;patient dialogues: Multi-modal knowledge graph attention image-text embedding for COVID-19 diagnosis
期刊论文
INFORMATION FUSION, 2021, 卷号: 75, 页码: 168-185
作者:
Zheng, Wenbo
;
Yan, Lan
;
Gou, Chao
;
Zhang, Zhi-Cheng
;
Zhang, Jun Jason
;
Hu, Ming
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:261/0
  |  
提交时间:2021/11/02
COVID-19 diagnose
Knowledge attention mechanism
Knowledge-based representation learning
Knowledge embedding
A novel framework of collaborative early warning for COVID-19 based on blockchain and smart contracts
期刊论文
INFORMATION SCIENCES, 2021, 卷号: 570, 页码: 124-143
作者:
Ouyang, Liwei
;
Yuan, Yong
;
Cao, Yumeng
;
Wang, Fei-Yue
Adobe PDF(1322Kb)
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浏览/下载:301/64
  |  
提交时间:2021/08/15
Blockchain
Smart contracts
Federated learning
Learning markets
Collaborative early warning
Rethinking semantic-visual alignment in zero-shot object detection via a softplus margin focal loss
期刊论文
Neurocomputing, 2021, 卷号: 449, 页码: 117-135
作者:
Li, Qianzhong
;
Zhang, Yujia
;
Sun, Shiying
;
Zhao, Xiaoguang
;
Li, Kang
;
Tan, Min
Adobe PDF(8753Kb)
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浏览/下载:286/37
  |  
提交时间:2021/08/15
Zero-shot object detection
Softplus margin focal loss
Semantic-visual alignment
Auto-encoder architecture
A Novel Adaptive Parameter Search Elastic Net Method for Fluorescent Molecular Tomography
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 5, 页码: 1484-1498
作者:
Wang, Hanfan
;
Bian, Chang
;
Kong, Lingxin
;
An, Yu
;
Du, Yang
;
Tian, Jie
Adobe PDF(8176Kb)
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浏览/下载:408/66
  |  
提交时间:2021/06/15
Image reconstruction
Fluorescence
Probes
Mathematical model
Photonics
Molecular imaging
Biological tissues
Fluorescence molecular tomography
adaptive parameter search
elastic net
Mass Image Synthesis in Mammogram with Contextual Information Based on GANs
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 卷号: 202, 期号: 2021, 页码: 9
作者:
Shen, Tianyu
;
Hao, Kunkun
;
Gou, Chao
;
Wang, Fei-Yue
Adobe PDF(2029Kb)
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浏览/下载:326/54
  |  
提交时间:2021/05/17
medical image synthesis
generative adversarial network
mammogram
mass detection
A Deep Learning Prognosis Model Help Alert for COVID-19 Patients at High-Risk of Death: A Multi-Center Study
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2020, 卷号: 24, 期号: 12, 页码: 3576-3584
作者:
Meng, Lingwei
;
Dong, Di
;
Li, Liang
;
Niu, Meng
;
Bai, Yan
;
Wang, Meiyun
;
Qiu, Xiaoming
;
Zha, Yunfei
;
Tian, Jie
Adobe PDF(4120Kb)
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浏览/下载:328/54
  |  
提交时间:2021/03/02
COVID-19
Computed tomography
Lung
Hospitals
Biomedical imaging
Training
Coronavirus disease 2019 (COVID-19)
prognosis
computed tomography
deep learning
artificial intelligence
Assessing PD-L1 expression in non-small cell lung cancer and predicting responses to immune checkpoint inhibitors using deep learning on computed tomography images
期刊论文
Theranostics, 2020, 卷号: 0, 期号: 0, 页码: 0
作者:
Tian, Panwen
;
He, Bingxi
;
Dong, Di
;
Mu, Wei
;
Liu, Kunqin
;
Liu, Li
;
Zeng, Hao
;
Liu, Yujie
;
Jiang, Lili
;
Zhou, Ping
;
Huang, Zhipei
;
Li, Weimin
;
Tian, Jie
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Adobe PDF(1539Kb)
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浏览/下载:292/115
  |  
提交时间:2020/10/25
PD-L1 expression
deep learning
computed tomography
immunotherapy
non-small cell lung cancer.
Development and validation of a CT-based radiomic nomogram for preoperative prediction of early recurrence in advanced gastric cancer
期刊论文
RADIOTHERAPY AND ONCOLOGY, 2020, 卷号: 145, 期号: 1, 页码: 13-20
作者:
Zhang, Wenjuan
;
Fang, Mengjie
;
Dong, Di
;
Wang, Xiaoxiao
;
Ke, Xiaoai
;
Zhang, Liwen
;
Hu, Chaoen
;
Guo, Lingyun
;
Guan, Xiaoying
;
Zhou, Junlin
;
Shan, Xiuhong
;
Tian, Jie
浏览
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Adobe PDF(1203Kb)
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浏览/下载:329/79
  |  
提交时间:2020/06/22
Gastric cancer
Computed tomography
Radiomics
Deep learning
Prognosis