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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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浏览/下载:75/18
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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
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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收藏
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浏览/下载:26/1
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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
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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浏览/下载:167/2
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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
REHRSeg: Unleashing the power of self-supervised super-resolution for resource-efficient 3D MRI segmentation
期刊论文
NEUROCOMPUTING, 2025, 卷号: 624
作者:
Song, Zhiyun
;
Zhao, Yinjie
;
Li, Xiaomin
;
Fei, Manman
;
Zhao, Xiangyu
Adobe PDF(15285Kb)
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浏览/下载:134/19
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提交时间:2025/02/12
Image acquisition
Image annotation
Image segmentation
Medical imaging
High resolution
High-resolution segmentation
Knowledge distillation
Low resolution images
Lower resolution
Resource-efficient
Self-supervised super-resolution
Superresolution
Uncertainty
Uncertainty awareness
Magnetic resonance imaging
AASeg: Artery-aware Global-to-Local Framework for Aneurysm Segmentation in Head and Neck CTA Images
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 3, 页码: 1273-1283
作者:
Linlin Yao
;
Dongdong Chen
;
Xiangyu Zhao
;
Manman Fei
;
Zhiyun Song
Adobe PDF(20351Kb)
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收藏
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浏览/下载:226/7
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提交时间:2024/11/28
Angiography
Graphic methods
Image segmentation
Medical computing
Network theory (graphs)
Aneurysm segmentation
Angiography images
Centerline graph
Centerlines
Computed tomography angiography
Geometric deep learning
Head and neck
Localisation
Medical intervention
Point-clouds
Integrating Eye Tracking with Grouped Fusion Networks for Semantic Segmentation on Mammogram Images
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 2, 页码: 868-879
作者:
Jiaming Xie
;
Qing Zhang
;
Zhiming Cui
;
Chong Ma
;
Yan Zhou
Adobe PDF(4281Kb)
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收藏
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浏览/下载:245/7
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提交时间:2024/09/30
Deep neural networks
Mammography
Clinical data
Computer-aided
Eye-tracking
High quality
Mammogram images
Medical data
Medical image segmentation
Neural-networks
Performance
Semantic segmentation
3D MedDiffusion: A 3D Medical Latent Diffusion Model for Controllable and High-quality Medical Image Generation
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025
作者:
Haoshen Wang
;
Zhentao Liu
;
Kaicong Sun
;
Xiaodong Wang
;
Dinggang Shen
Adobe PDF(2639Kb)
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收藏
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浏览/下载:136/5
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提交时间:2025/03/05
3D Medical Image Generation, Stable Diffusion Model, Patch-Volume Autoencoder, Noise Estimator.
Optimizing Deep Learning for Biomedical Imaging
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), 12TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL ADVANCES IN BIO AND MEDICAL SCIENCES, ICCABS 2023, Norman, OK, United states, December 11, 2023 - December 13, 2023
作者:
Chaturvedi, Ayush
;
Cao, Guohua
;
Feng, Wu-Chun
收藏
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浏览/下载:49/0
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提交时间:2025/03/28
Adversarial machine learning
Computerized tomography
Contrastive Learning
Deep learning
Deep reinforcement learning
Federated learning
Image denoising
Medical imaging
Biomedical imaging
Chest CT
Deep learning
Hardware resources
High-accuracy
Image de-noising
Learning models
Optimisations
Optimization techniques
Parallel hardware
Rethinking Fetal Brain Atlas Construction: A Deep Learning Perspective
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 6, 2024 - October 6, 2024
作者:
Zhang, Kai
;
Huang, Shijie
;
Zhu, Fangmei
;
Ding, Zhongxiang
;
Chen, Geng
收藏
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浏览/下载:231/0
|
提交时间:2024/11/29
Brain
Contrastive Learning
Deep learning
Image registration
Medical imaging
Atlas construction
Brain atlas
Deep learning
Feature space
Fetal brain
Geometric information
Learn+
Learning methods
Learning-based approach
Minimums distance
Inspect quantitative signals in placental histopathology: Computer-assisted multiple functional tissues identification through multi-model fusion and distillation framework
期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2025, 卷号: 119
作者:
Liu, Yiming
;
Zhang, Ling
;
Gu, Mingxue
;
Xiao, Yaoxing
;
Yu, Ting
Adobe PDF(4767Kb)
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收藏
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浏览/下载:82/1
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提交时间:2025/02/12
Convergence of numerical methods
Image enhancement
Medical imaging
Silicon wafers
Computer assisted
Computer-aided
Computer-aided recognition
Functional tissue
Gaining insights
Multi-model fusion
Pathological analysis
Placenta histopathology
Potential signal
Semantic segmentation
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