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Synchrotron based sparse-view CT artifact correction with STC-UNet
期刊论文
NUCLEAR INSTRUMENTS AND METHODS IN PHYSICS RESEARCH, SECTION A: ACCELERATORS, SPECTROMETERS, DETECTORS AND ASSOCIATED EQUIPMENT, 2025, 卷号: 1073
作者:
Zhang, Renmu
;
Wang, Jun
;
Wang, Lihua
;
Deng, Biao
;
Hu, Jun
Adobe PDF(7988Kb)
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浏览/下载:61/1
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提交时间:2025/02/28
Image enhancement
Image reconstruction
Synchrotron radiation
Artefact correction
CT imaging
Extraction capability
Micro CT
Non-destructive imaging
Scientific fields
Sparse-view CT
Swin transformer
Synchrotron radiation CT
Upsampling
A dual-domain network with division residual connection and feature fusion for CBCT scatter correction
期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2025, 卷号: 70, 期号: 4
作者:
Yang, Shuo
;
Wang, Zhe
;
Chen, Linjie
;
Cheng, Ying
;
Wang, Huamin
Adobe PDF(3389Kb)
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浏览/下载:69/5
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提交时间:2025/02/17
cone-beam CT
scatter correction
deep learning
tomographic reconstruction
image processing
Segmentation of infarct lesions and prognosis prediction for acute ischemic stroke using non-contrast CT scans
期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2025, 卷号: 258
作者:
Wang, Xuechun
;
Meng, Yuting
;
Dong, Zhijian
;
Cao, Zehong
;
He, Yichu
Adobe PDF(6591Kb)
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浏览/下载:179/6
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提交时间:2024/11/29
Diagnosis
Image segmentation
Patient treatment
Prediction models
Radiology
Acute ischemic stroke
Confidence interval
CT-scan
Ischemic strokes
Neural-networks
Non-contrast CT
Patient triage
Prediction modelling
Prognosis prediction
Radiological features
SDF-Net: A Hybrid Detection Network for Mediastinal Lymph Node Detection on Contrast CT Images
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:
Adobe PDF(2924Kb)
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浏览/下载:217/2
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提交时间:2024/11/29
Computerized tomography
Deep learning
Gaussian distribution
Image fusion
Image segmentation
Lung cancer
Anchor-free
Anchor-free object detection
CT Image
Deep learning
Detection networks
Effective learning
Features fusions
Lymph node
Lymph node detections
Objects detection
Integrating Convolutional Neural Network and Transformer for Lumen Prediction Along the Aorta Sections
会议论文
MACHINE LEARNING IN MEDICAL IMAGING: 15TH INTERNATIONAL WORKSHOP, MLMI 2024, HELD IN CONJUNCTION WITH MICCAI 2024, MARRAKESH, MOROCCO, OCTOBER 6, 2024, PROCEEDINGS, PART I (LNCS, VOL. 15241), Marrakesh, Morocco, October 6, 2024 - October 6, 2024
作者:
Yang, Yichen
;
Jiang, Pengbo
;
Cai, Xiran
;
Xue, Zhong
;
Shen, Dinggang
Adobe PDF(1135Kb)
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浏览/下载:232/2
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提交时间:2024/11/29
Aortic dissection
Image segmentation
Aortic dissection segmentation
CT angiography
Convolutional neural network
Transformer
Context dependent
Multilayer neural networks
Geometrical characteristics
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:27/0
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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
Draw Sketch, Draw Flesh: Whole-Body Computed Tomography from Any X-Ray Views
期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2024
作者:
Pan, Yongsheng
;
Ye, Yiwen
;
Zhang, Yanning
;
Xia, Yong
;
Shen, Dinggang
Adobe PDF(8103Kb)
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浏览/下载:125/4
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提交时间:2024/12/17
Image synthesis
Generative adversarial network
X-ray images
CT reconstruction
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report
期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 97
作者:
Huijben, Evi M.C.
;
Terpstra, Maarten L.
;
Galapon, Arthur Jr.
;
Pai, Suraj
;
Thummerer, Adrian
Adobe PDF(2223Kb)
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浏览/下载:350/2
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提交时间:2024/08/09
Carrier concentration
Computerized tomography
Deep learning
Electron density measurement
Electrons
Image analysis
Magnetic resonance imaging
Medical imaging
Photons
Tissue
Adaptive radiotherapy
Cone-beam CT
Deep learning
Generation techniques
Healthy tissues
Image similarity
Images synthesis
Medical image synthesis
Synthetic computed tomography generation
Treatment planning
Real-time diagnosis of intracerebral hemorrhage by generating dual-energy CT from single-energy CT
期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 95
作者:
Jiang, Caiwen
;
Wang, Tianyu
;
Pan, Yongsheng
;
Ding, Zhongxiang
;
Shen, Dinggang
Adobe PDF(3751Kb)
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浏览/下载:297/5
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提交时间:2024/05/24
Computerized tomography
Generative adversarial networks
Learning systems
CT Image
Diagnose of intracerebral hemorrhage
Dual-energy CT
Energy
Generation
Haemorrage
Shared attention
Single-energy CT
Transformer
Robust residual-guided iterative reconstruction for sparse-view CT in small animal imaging
期刊论文
PHYSICS IN MEDICINE & BIOLOGY, 2024, 卷号: 69, 期号: 10
作者:
Zhang, Jianru
;
Wang, Zhe
;
Cao, Tuoyu
;
Cao, Guohua
;
Ren, Wuwei
Adobe PDF(2123Kb)
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浏览/下载:336/8
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提交时间:2024/04/07
sparse-view CT
image reconstruction
inverse problem
Golub-Kahan process
regularization
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