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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:250/8
|
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
Optimizing Deep Learning for Biomedical Imaging
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), 12TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL ADVANCES IN BIO AND MEDICAL SCIENCES, ICCABS 2023, Norman, OK, United states, December 11, 2023 - December 13, 2023
作者:
Chaturvedi, Ayush
;
Cao, Guohua
;
Feng, Wu-Chun
收藏
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浏览/下载:61/0
|
提交时间:2025/03/28
Adversarial machine learning
Computerized tomography
Contrastive Learning
Deep learning
Deep reinforcement learning
Federated learning
Image denoising
Medical imaging
Biomedical imaging
Chest CT
Deep learning
Hardware resources
High-accuracy
Image de-noising
Learning models
Optimisations
Optimization techniques
Parallel hardware
The association of cardiovascular disease risk with coronary artery calcification and thoracic aortic dilation: a study in idiopathic inflammatory myopathies and systemic lupus erythematosus
期刊论文
CLINICAL RHEUMATOLOGY, 2024, 卷号: 43, 期号: 10, 页码: 3117-3125
作者:
Yang, Tianshu
;
Qiu, Yage
;
Zhang, Yiming
;
Hu, Wentao
;
Li, Muzi
Adobe PDF(1046Kb)
|
收藏
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浏览/下载:191/2
|
提交时间:2024/09/18
Coronary artery calcification
Idiopathic inflammatory myopathies
Non-gated chest CT
Systemic lupus erythematosus
Thoracic aortic dilation
Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 2, 页码: 557-567
作者:
Liu, Yanbei
;
Li, Henan
;
Luo, Tao
;
Zhang, Changqing
;
Xiao, Zhitao
Adobe PDF(3166Kb)
|
收藏
|
浏览/下载:486/0
|
提交时间:2023/03/10
Biological organs
Classification (of information)
Computerized tomography
Diagnosis
Forecasting
Graph neural networks
Iterative methods
Learning systems
Medical imaging
Attention mechanisms
Chest CT
Conversion time
Coronavirus disease 2019 severity
Graph neural networks
Multi-source informations
Multitask learning
Non-imaging
Structural attention mechanism
Work-flows
Semi-Supervised Multi-View Fusion for Identifying CAP and COVID-19 With Unlabeled CT Images
期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2022, 卷号: 7, 期号: 3, 页码: 887-899
作者:
Zhu, Qi
;
Zhou, Yuze
;
Yao, Yuan
;
Sun, Liang
;
Shi, Feng
Adobe PDF(2583Kb)
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收藏
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浏览/下载:268/0
|
提交时间:2023/01/16
Multi-view fusion
CAP
COVID-19
semi-supervised learning
chest CT image
Steroids Therapy in Patients With Severe COVID-19: Association With Decreasing of Pneumonia Fibrotic Tissue Volume
期刊论文
FRONTIERS IN MEDICINE, 2022, 卷号: 9
作者:
He, Jin-wei
;
Su, Ying
;
Qiu, Ze-song
;
Wu, Jiang-jie
;
Chen, Jun
Adobe PDF(732Kb)
|
收藏
|
浏览/下载:481/171
|
提交时间:2022/08/15
COVID-19
chest-CT
steroids
quantitative analysis
pneumonia treatment
A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning
期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 69
作者:
Li, Zekun
;
Zhao, Wei
;
Shi, Feng
;
Qi, Lei
;
Xie, Xingzhi
Adobe PDF(2150Kb)
|
收藏
|
浏览/下载:309/0
|
提交时间:2021/05/14
COVID-19
Chest CT
Multiple instance learning
Data augmentation
Self-supervised learning
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