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Addressing Missing Modalities in Multimodal Ultrasound CAD Systems: A Comprehensive Approach to Feature Imputation
期刊论文
MEDICAL IMAGE ANALYSIS, 2025
作者:
Er ZR(耳卓然)
;
Xuejun Qian
收藏
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浏览/下载:146/0
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提交时间:2025/03/20
Learning contrast and content representations for synthesizing magnetic resonance image of arbitrary contrast
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 104
作者:
Xiong, Honglin
;
Wang, Yulin
;
Shen, Zhenrong
;
Sun, Kaicong
;
Fang, Yu
Adobe PDF(2983Kb)
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浏览/下载:37/2
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提交时间:2025/06/17
Image synthesis
Multi-modality MRI
A topology-preserving three-stage framework for fully-connected coronary artery extraction
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 103
作者:
Qiu, Yuehui
;
Shan, Dandan
;
Wang, Yining
;
Dong, Pei
;
Wu, Dijia
Adobe PDF(2757Kb)
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收藏
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浏览/下载:35/1
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提交时间:2025/05/06
Coronary artery extraction
Topology-preserving framework
Centerline reconnection
Implicit neural representation
A lung structure and function information-guided residual diffusion model for predicting idiopathic pulmonary fibrosis progression
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 103
作者:
Jiang, Caiwen
;
Xing, Xiaodan
;
Nan, Yang
;
Fang, Yingying
;
Zhang, Sheng
收藏
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浏览/下载:54/0
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提交时间:2025/03/11
Idiopathic pulmonary fibrosis (IPF)
Progression prediction
2.5 D generation
Structural attention
Residual diffusion model
CLIP-based text extraction
Coordinate-based neural representation enabling zero-shot learning for fast 3D multiparametric quantitative MRI
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 102
作者:
Lao, Guoyan
;
Feng, Ruimin
;
Qi, Haikun
;
Lv, Zhenfeng
;
Liu, Qiangqiang
Adobe PDF(6521Kb)
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收藏
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浏览/下载:51/1
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提交时间:2025/03/25
Quantitative MRI
Multiparametric mapping
Zero-shot learning
Implicit neural representation
Predicting infant brain connectivity with federated multi-trajectory GNNs using scarce data
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 102
作者:
Pistos, Michalis
;
Li, Gang
;
Lin, Weili
;
Shen, Dinggang
;
Rekik, Islem
Adobe PDF(5127Kb)
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收藏
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浏览/下载:46/1
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提交时间:2025/04/11
Adversarial machine learning
Contrastive Learning
Graph neural networks
Prediction models
Brain connectivity
Connectomics
Data scarcity
Graph neural networks
Learning frameworks
Longitudinal connectomic dataset
Multi-modal
Multimodal brain graph evolution prediction
Single-baseline
Trajectory prediction
Joint coil sensitivity and motion correction in parallel MRI with a self-calibrating score-based diffusion model
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 102
作者:
Chen, Lixuan
;
Tian, Xuanyu
;
Wu, Jiangjie
;
Feng, Ruimin
;
Lao, Guoyan
Adobe PDF(6839Kb)
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收藏
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浏览/下载:185/1
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提交时间:2025/03/14
Brain mapping - Image coding - Image reconstruction - Inverse problems - Motion estimation - Nuclear magnetic resonance
Coil sensitivity - Diffusion model - Imaging reconstruction - Magnetic resonance imaging reconstruction - MAP estimation - Motion correction - Sensitivity map - Sensitivity map estimation - Time varying - Under sampled
CLIP in medical imaging: A survey
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 102
作者:
Zhao, Zihao
;
Liu, Yuxiao
;
Wua, Han
;
Wang, Mei
;
Li, Yonghao
Adobe PDF(3766Kb)
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收藏
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浏览/下载:70/17
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提交时间:2025/04/14
Medical image analysis
Image-text alignment
Vision language model
Constrative languagr-image pre training
Learnable color space conversion and fusion for stain normalization in pathology images
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 101
作者:
Ke, Jing
;
Zhou, Yijin
;
Shen, Yiqing
;
Guo, Yi
;
Liu, Ning
Adobe PDF(6837Kb)
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收藏
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浏览/下载:164/2
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提交时间:2025/01/10
Color image processing
Contrastive Learning
Convergence of numerical methods
Digital storage
Image segmentation
Medical imaging
Color space conversion
Color space fusions
Computer-assisted diagnostic systems
Image analyze
Image-analysis
Learnable color space conversion
Normalisation
Normalization methods
Pathology image analyze
Stain normalization
COLLATOR: Consistent spatial-temporal longitudinal atlas construction via implicit neural representation
期刊论文
MEDICAL IMAGE ANALYSIS, 2025, 卷号: 100
作者:
Chen,Lixuan
;
Tian,Xuanyu
;
Wu,Jiangjie
;
Lao,Guoyan
;
Zhang,Yuyao
Adobe PDF(4398Kb)
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收藏
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浏览/下载:231/4
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提交时间:2024/12/04
Implicit neural representation
Longitudinal brain atlases
Image denoising
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