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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:332/1
|
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
Modality-Specific Information Disentanglement from Multi-parametric MRI for Breast Tumor Segmentation and Computer-aided Diagnosis
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Adobe PDF(51045Kb)
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收藏
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浏览/下载:264/1
|
提交时间:2024/02/02
Multi-parametric MRI
Breast tumor segmentation
Computer-aided diagnosis
Disentanglement
Computer aided analysis
Computer aided diagnosis
Deep learning
Diseases
Forecasting
Image segmentation
Job analysis
Magnetic resonance imaging
Medical imaging
Breast Cancer
Breast tumour
Images segmentations
Medical diagnostic imaging
Multi-parametric magnetic resonance imaging
Task analysis
Tumor segmentation
Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Lei Zhou
;
Yuzhong Zhang
;
Jiadong Zhang
;
Xuejun Qian
;
Chen Gong
Adobe PDF(12040Kb)
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收藏
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浏览/下载:311/8
|
提交时间:2024/08/14
Complex networks
Convolution
Decoding
Diagnosis
Image segmentation
Magnetic resonance imaging
Medical imaging
Signal encoding
Breast tumor segmentation
Breast tumour
Decoding
Hybrid network
Images segmentations
Medical diagnostic imaging
Prototype
Prototype learning
Transformer
Tumor segmentation
A robust and efficient AI assistant for breast tumor segmentation from DCE-MRI via a spatial-temporal framework
期刊论文
PATTERNS, 2023, 卷号: 4, 期号: 9
作者:
Zhang, Jiadong
;
Cui, Zhiming
;
Shi, Zhenwei
;
Jiang, Yingjia
;
Zhang, Zhiliang
Adobe PDF(2831Kb)
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收藏
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浏览/下载:400/4
|
提交时间:2023/09/22
Diagnosis
Large dataset
Magnetic resonance imaging
Medical imaging
Tumors
Breast tumour
Domain problems
DSML 3: development/pre-production: data science output have been rolled out/validated across multiple domain/problem
Dynamic contrast-enhanced magnetic resonance imaging
Follow up
Multiple domains
Pre-production
Production data
Spatial temporals
Tumor segmentation
Developing Large Pre-trained Model for Breast Tumor Segmentation from Ultrasound 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:
Li, Meiyu
;
Sun, Kaicong
;
Gu, Yuning
;
Zhang, Kai
;
Sun, Yiqun
Adobe PDF(146964Kb)
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收藏
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浏览/下载:331/1
|
提交时间:2023/11/10
Decoding
Diagnosis
Image segmentation
Large dataset
Medical imaging
Ultrasonic applications
Breast Cancer
Breast tumour
Breast ultrasound images
Deep-supervision
Detection and diagnosis
Large-scale clinical dataset
Large-scales
Multiscale segmentation
Tumor segmentation
Ultrasound images
MoSID: Modality-Specific Information Disentanglement from Multi-parametric MRI for Breast Tumor Segmentation
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancover, BC, Canada, October 12, 2023 - October 12, 2023
作者:
Zhang, Jiadong
;
Chen, Qianqian
;
Zhou, Luping
;
Cui, Zhiming
;
Gao, Fei
Adobe PDF(2006Kb)
|
收藏
|
浏览/下载:381/12
|
提交时间:2023/11/24
Diagnosis
Image segmentation
Large dataset
Medical imaging
Tumors
Breast Cancer
Breast tumour
Disentanglement
Effective tool
Health issues
Imaging sequence
Intermodality
Segmentation
Specific information
Tumor segmentation
Three-dimensional affinity learning based multi-branch ensemble network for breast tumor segmentation in MRI
期刊论文
PATTERN RECOGNITION, 2022, 卷号: 129
作者:
Zhou, Lei
;
Wang, Shuai
;
Sun, Kun
;
Zhou, Tao
;
Yan, Fuhua
Adobe PDF(2596Kb)
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收藏
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浏览/下载:313/1
|
提交时间:2022/05/20
Image segmentation
Large dataset
Medical imaging
Tumors
Affinity matrix
Breast tumor segmentation
Breast tumour
Dynamic contrast enhancement
Ensemble networks
Multi-branch ensemble network
ON dynamics
Subnetworks
Three-dimensional affinity learning based refinement
Tumor segmentation
Multi-task learning for segmentation and classification of tumors in 3D automated breast ultrasound images(star)
期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 70
作者:
Zhou, Yue
;
Chen, Houjin
;
Li, Yanfeng
;
Liu, Qin
;
Xu, Xuanang
Adobe PDF(3047Kb)
|
收藏
|
浏览/下载:323/0
|
提交时间:2021/08/16
AUBS image
Segmentation
Classification
Multi-task learning
Joint training
Classification (of information)
Image classification
Image segmentation
Learning systems
Medical imaging
Multi
task learning
Scales (weighing instruments)
Signal to noise ratio
Tumors
Ultrasonics
Breast ultrasound images
Computer Aided Diagnosis(CAD)
Joint segmentation
Single task learning
Training strategy
Tumor classification
Tumor segmentation
Ultrasound images
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