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A Serial Image Segmentation and Registration Network (SISRN) for Dynamic Enhanced Magnetic Resonance Image Sequences
会议论文
2025 IEEE 22ND INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Houston, TX, USA, 14-17 April 2025
作者:
Zehao Weng
;
Zhong Xue
;
Haoran Sun
;
Dongdong Gu
Adobe PDF(1419Kb)
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浏览/下载:27/1
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提交时间:2025/05/20
Diagnostic radiography
Image segmentation
Neuroimaging
Noninvasive medical procedures
Photointerpretation
Chronic kidney disease
Deep learning
Dynamic contrast-enhanced magnetic resonance imaging
Image sequence
Images registration
Images segmentations
Medical image registration
Multitask learning
Serial images
Temporal consistency
Domain generalization for mammographic image analysis with contrastive learning
期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2025, 卷号: 185
作者:
Li, Zheren
;
Cui, Zhiming
;
Zhang, Lichi
;
Wang, Sheng
;
Lei, Chenjin
Adobe PDF(2356Kb)
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浏览/下载:315/64
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提交时间:2024/12/27
Mammography
Unsupervised learning
Computer-aided
Domain generalization
Generalisation
Image analyze
Image-analysis
Large data
Learning models
Learning techniques
Mammographic image analysis
Multi-views
Prompt-Based Segmentation Model of Anatomical Structures and Lesions in CT Images
会议论文
MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2024, PT VIII, Palmeraie Conf Ctr,Marrakesh,MOROCCO, OCT 06-10, 2024
作者:
Ouyang, Xi
;
Gu, Dongdong
;
Li, Xuejian
;
Zhou, Wenqi
;
Chen, Qianqian
Adobe PDF(110259Kb)
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浏览/下载:134/1
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提交时间:2024/12/04
Foundation model
CT image segmentation
Large vision model
Contrastive Learning-Based Breast Tumor Segmentation in DCE-MRI
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 8, 2023
作者:
Guo, Shanshan
Adobe PDF(1519Kb)
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浏览/下载:355/1
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提交时间:2023/11/24
Diagnosis
Histology
Image enhancement
Image segmentation
Large dataset
Learning systems
Magnetic resonance imaging
Medical imaging
Signal encoding
Tumors
Automated segmentation
Breast tumour
Contrastive learning
Dynamic contrast-enhanced
Functional information
Morphological information
Over segmentation
Segmentation
Tumor segmentation
Tumour tissue
Reconstruction of 3D Fetal Brain MRI from 2D Cross-Sectional Acquisitions Using Unsupervised Learning Network
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 8, 2023
作者:
Yang, Yimeng
;
Gu, Dongdong
;
Zhang, Xukun
;
Ding, Zhongxiang
;
Gao, Fei
Adobe PDF(1177Kb)
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浏览/下载:308/2
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提交时间:2023/11/24
Brain
Image reconstruction
Image segmentation
Learning systems
Magnetic resonance imaging
Medical imaging
3-D image
3D reconstruction
3d reconstruction from cross-sectional image
3D-images
Cross sectional image
Fast acquisition
Images reconstruction
Learning network
Motion effect
Single-shot
Domain Generalization for Mammographic Image Analysis via Contrastive Learning
预印本
2023
作者:
Li, Zheren
;
Cui, Zhiming
Adobe PDF(2687Kb)
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收藏
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浏览/下载:224/0
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提交时间:2024/01/09
Domain generalization
mammographic image analysis
contrastive learning
Semi-Supervised Domain-Adaptive Pulmonary Artery Segmentation via Uncertainty Guidance and Shape Strengthening
会议论文
2023 IEEE 20TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Cartagena, Colombia, 18-21 April 2023
作者:
Liu, Jiyuan
;
Zhang, Xiao
;
Gu, Dongdong
;
Ouyang, Xi
;
Zhang, Jiadong
Adobe PDF(2754Kb)
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收藏
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浏览/下载:418/0
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提交时间:2023/10/07
Artery segmentation
domain adaptation
Bayesian CNN
shape strengthening module
MT-NeT: Multi-Modality Transfer Learning Network for Automated Carotid Vessel Wall Segmentation using Sparse Annotation in MRI
会议论文
2023 IEEE 20TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Cartagena, Colombia, 18-21 April 2023
作者:
Li, Xibao
;
Ouyang, Xi
;
Zhang, Jiadong
;
Gu, Dongdong
;
Cao, Zehong
Adobe PDF(6147Kb)
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收藏
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浏览/下载:247/0
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提交时间:2023/10/07
Vessel wall segmentation
Transfer learning
Sparse annotation
HENet: Hierarchical Enhancement Network for Pulmonary Vessel Segmentation in Non-contrast CT Images
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 12, 2023
作者:
Zhou, Wenqi
;
Zhang, Xiao
;
Gu, Dongdong
;
Wang, Sheng
;
Huo, Jiayu
Adobe PDF(5695Kb)
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收藏
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浏览/下载:344/1
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提交时间:2023/11/10
Image enhancement
Semantic Segmentation
Semantics
Computerized tomography images
Contrast Enhancement
Contrast-enhanced images
Hierarchical enhancement
Non-contrast computerized tomography
Nonlocal
Performance
Pulmonary vessel segmentation
Surgical navigation
Vascular disease
An artificial-intelligence-based age-specific template construction framework for brain structural analysis using magnetic resonance images
期刊论文
HUMAN BRAIN MAPPING, 2022
作者:
Gu, Dongdong
;
Shi, Feng
;
Hua, Rui
;
Wei, Ying
;
Li, Yufei
Adobe PDF(5077Kb)
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收藏
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浏览/下载:537/1
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提交时间:2022/11/08
artificial intelligence
brain template
longitudinal template
magnetic resonance imaging (MRI)
registration
statistical analysis
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