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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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收藏
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浏览/下载:249/41
|
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
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
;
Zhang, Jiadong
;
Gu, Dongdong
;
Gao, Fei
;
Zhan, Yiqiang
Adobe PDF(1519Kb)
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收藏
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浏览/下载:325/1
|
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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收藏
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浏览/下载:280/1
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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
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
收藏
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浏览/下载:101/0
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提交时间:2024/12/04
Foundation model
CT image segmentation
Large vision model
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:195/0
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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:385/0
|
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:216/0
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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
Adobe PDF(5695Kb)
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收藏
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浏览/下载:306/1
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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:505/1
|
提交时间:2022/11/08
artificial intelligence
brain template
longitudinal template
magnetic resonance imaging (MRI)
registration
statistical analysis
High-performance hole-selective V2OX/SiOX/NiOX contact for crystalline silicon solar cells
期刊论文
ECOMAT, 2022
作者:
Du, Guanlin
;
Li, Le
;
Zhu, Haiyin
;
Lu, Linfeng
;
Zhou, Xi
Adobe PDF(2927Kb)
|
收藏
|
浏览/下载:348/1
|
提交时间:2022/01/18
crystalline silicon solar cells
interfacial reaction
nickel oxide
passivating contact
vanadium oxide
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