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Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 1, 页码: 244-258
作者:
Lei Zhou
;
Yuzhong Zhang
;
Jiadong Zhang
;
Xuejun Qian
;
Chen Gong
Adobe PDF(12040Kb)
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浏览/下载:330/8
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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
Intra-and Peritumoral Radiomics-Based Models for Preoperative Prediction of Lymphatic Vascular Invasion in Invasive Breast Cancer
期刊论文
PROGRESS IN ELECTROMAGNETICS RESEARCH LETTERS, 2025, 卷号: 126, 页码: 57-67
作者:
Wang, Lingxia
;
Pan, Weixing
;
Wu, Yitian
;
Zhang, Huangqi
;
Liu, Aie
Adobe PDF(2197Kb)
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浏览/下载:13/1
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提交时间:2025/06/30
Dynamic contrast enhanced MRI
Lung cancer
Medical imaging
Prediction models
Breast Cancer
Dynamic contrast-enhanced magnetic resonance imaging
Isotropics
Predictive performance
Receiver operating characteristic curves
Tumor segmentation
Vascular invasion
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: 43, 期号: 5, 页码: 1958-1971
作者:
Chen, Qianqian
;
Zhang, Jiadong
;
Meng, Runqi
;
Zhou, Lei
;
Li, Zhenhui
Adobe PDF(51045Kb)
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浏览/下载:279/1
|
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
NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024
作者:
Meng, Runqi
;
Zhang, Xiao
;
Huang, Shijie
;
Gu, Yuning
;
Liu, Guiqin
Adobe PDF(2640Kb)
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浏览/下载:455/63
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提交时间:2024/04/26
Anisotropy
Chemical activation
Diagnosis
Diseases
Image segmentation
Learning systems
Magnetic resonance imaging
Tumors
Urology
Adaptive learning
Learning network
Multi-modal
Prostate cancers
Prostate tumor
Segmentation methods
Specific information
Subject-specific
Tumor delineation
Tumor segmentation
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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浏览/下载:351/1
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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
Multimodal Brain Tumor Segmentation Boosted by Monomodal Normal Brain Images
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 卷号: 33, 页码: 1199-1210
作者:
Liu, Huabing
;
Ni, Zhengze
;
Nie, Dong
;
Shen, Dinggang
;
Wang, Jinda
Adobe PDF(5423Kb)
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浏览/下载:231/1
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提交时间:2024/02/23
Brain tumor segmentation
normal brain images
normal reference
feature alignment
BraTS2022 dataset
Uncertainty-aware refinement framework for ovarian tumor segmentation in CECT volume
期刊论文
MEDICAL PHYSICS, 2023, 卷号: 51, 期号: 4, 页码: 2678-2694
作者:
Hu, Jiaqi
;
Cui, Zhiming
;
Zhang, Xiao
;
Zhang, Jiadong
;
Ge, Yuyan
Adobe PDF(2088Kb)
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浏览/下载:308/6
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提交时间:2023/11/08
ovarian cancer
refinement
tumor segmentation
uncertainty estimation
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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浏览/下载:422/4
|
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
Location-Guided Multi-Modality Collaborative Learning for Prostate Tumor Segmentation
会议论文
2023 IEEE 20TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Cartagena, Colombia, 18-21 April 2023
作者:
Meng, Runqi
;
Zhang, Xiao
;
Huang, Shijie
;
Gu, Yuning
;
Wu, Guangyu
Adobe PDF(5144Kb)
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收藏
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浏览/下载:321/1
|
提交时间:2023/10/07
Prostate Tumor Segmentation
Multi-Modality Collaborative Learning
Label Order Consistency
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:347/1
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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
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