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A 3D Deep Learning Architecture for Denoising Low-Dose CT Scans
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:
Kasparian, Armen
;
Cao, Guohua
;
Feng, Wu-Chun
收藏
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浏览/下载:22/0
|
提交时间:2025/03/28
Contrastive Learning
Deep learning
Federated learning
Image denoising
Transfer learning
Computed tomography
Computed tomography scan
Data parallel
De-noising
Deep learning
Distributed data
Distributed data parallel
Dose computed tomographies
Low dose
Transfer learning
MDUNet: deep-prior unrolling network with multi-parameter data integration for low-dose computed tomography reconstruction
期刊论文
MACHINE VISION AND APPLICATIONS, 2024, 卷号: 35, 期号: 4
作者:
Komolafe, Temitope Emmanuel
;
Wang, Nizhuan
;
Tian, Yuchi
;
Adeniji, Adegbola Oyedotun
;
Zhou, Liang
Adobe PDF(6960Kb)
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收藏
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浏览/下载:254/0
|
提交时间:2024/07/22
Low-dose computed tomography
Cascaded
Deep-prior
Deep learning
Generalization
Interpretability
Data consistency
Physics geometry
A Generative Network with Dual-Domain Discriminators for Low-Dose Stationary Sources CT Imaging
会议论文
ACM INTERNATIONAL CONFERENCE PROCEEDING SERIES, Kyoto, Japan, November 9, 2023 - November 12, 2023
作者:
Bai, Xiao
;
Cheng, Ying
;
Chen, Linjie
;
Yang, Shuo
;
Wang, Huamin
Adobe PDF(478Kb)
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收藏
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浏览/下载:154/12
|
提交时间:2024/06/07
Clinical research
Computerized tomography
Data acquisition
Deep learning
Discriminators
Medical imaging
Deep learning
Dose computed tomographies
Dual domain
Images reconstruction
Loss functions
Low dose
Low-dose computed tomography
Stationary sources
Tomography imaging
Tomography system
DPDudoNet: Deep-Prior Based Dual-Domain Network for Low-Dose Computed Tomography Reconstruction
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Singapore, Singapore, September 22, 2022 - September 22, 2022
作者:
Komolafe, Temitope Emmanuel
;
Sun, Yuhang
;
Wang, Nizhuan
;
Sun, Kaicong
;
Cao, Guohua
Adobe PDF(27054Kb)
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收藏
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浏览/下载:340/4
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提交时间:2022/11/04
Computerized tomography
Image reconstruction
Iterative methods
Medical imaging
Data consistency
Densenet
Dose computed tomographies
Dual domain
Generalizability
Interpretability
Low dose
Low-dose computed tomography
Model-based algorithms
Tomography reconstruction
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