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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:27/5
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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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浏览/下载:141/2
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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
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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浏览/下载:64/1
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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
Measurement Guidance in Diffusion Models: Insight from Medical Image Synthesis
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12
作者:
Luo, Yimin
;
Yang, Qinyu
;
Fan, Yuheng
;
Qi, Haikun
;
Xia, Menghan
Adobe PDF(9618Kb)
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浏览/下载:252/4
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提交时间:2024/05/20
Task analysis
Medical diagnostic imaging
Uncertainty
Image synthesis
Training
Reliability
Data models
Diffusion models
measurement
uncertainty guidance
medical image synthesis
controllable generation
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 12, 页码: 1-20
作者:
Chaoqi Chen
;
Yushuang Wu
;
Qiyuan Dai
Adobe PDF(3140Kb)
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浏览/下载:379/58
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提交时间:2024/08/26
Task analysis
Computer vision
Three-dimensional displays
Transformers
Point cloud compression
Visualization
Videos
Computer vision
graph transformers
graph neural networks
medical image analysis
point clouds and meshes
vision and language
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report
期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 97
作者:
Huijben, Evi M.C.
;
Terpstra, Maarten L.
;
Galapon, Arthur Jr.
;
Pai, Suraj
;
Thummerer, Adrian
Adobe PDF(2223Kb)
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浏览/下载:351/2
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提交时间:2024/08/09
Carrier concentration
Computerized tomography
Deep learning
Electron density measurement
Electrons
Image analysis
Magnetic resonance imaging
Medical imaging
Photons
Tissue
Adaptive radiotherapy
Cone-beam CT
Deep learning
Generation techniques
Healthy tissues
Image similarity
Images synthesis
Medical image synthesis
Synthetic computed tomography generation
Treatment planning
Automatic detection of breast lesions in automated 3D breast ultrasound with cross-organ transfer learning
期刊论文
VIRTUAL REALITY AND INTELLIGENT HARDWARE, 2024, 卷号: 6, 期号: 3, 页码: 239-251
作者:
Lingyun, B.A.O.
;
HUANG, Zhengrui
;
LIN, Zehui
;
SUN, Yue
;
CHEN, Hui
Adobe PDF(1181Kb)
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收藏
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浏览/下载:268/2
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提交时间:2024/07/19
Automation
Computer aided diagnosis
Computer aided instruction
Convolution
Deep neural networks
Diseases
Image analysis
Learning systems
Medical imaging
Ultrasonic applications
Automated 3-d breast ultrasounds
Breast Cancer
Breast ultrasound
Cancer detection
Convolutional neural network
Cross organ learning
Deep learning
Detection performance
Learning methods
Transfer learning
Editorial Special Issue on Explainable and Generalizable Deep Learning for Medical Imaging
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 卷号: 35, 期号: 6, 页码: 7271-7274
作者:
Tianming Liu
;
Dajiang Zhu
;
Fei Wang
;
Islem Rekik
;
Xia Hu
Adobe PDF(73Kb)
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收藏
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浏览/下载:211/1
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提交时间:2024/06/11
Deep learning
Image analysis
Clinical radiology
Critical issues
Image-analysis
Learning models
Learning technology
Medical image analysis
Methodological contributions
Neural learning
Neural-networks
Technical aspects
Image Recovery Matters: A Recovery-Extraction Framework for Robust Fetal Brain Extraction From MR Images
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 28, 期号: 2, 页码: 823-834
作者:
Chen, Jian
;
Lu, Ranlin
;
Ye, Shilin
;
Guang, Mengting
;
Tassew, Tewodros Megabiaw
Adobe PDF(4284Kb)
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收藏
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浏览/下载:221/4
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提交时间:2024/01/19
Fetal MRI
brain extraction
intensity inhomogeneity
image recovery
image segmentation
Brain
Computer system recovery
Deep learning
Extraction
Feature extraction
Generative adversarial networks
Image segmentation
Job analysis
Medical imaging
Recovery
Biomedical imaging
Brain extraction
Brain modeling
Features extraction
Image recovery
Images segmentations
Intensity inhomogeneity
Nonhomogeneous medium
Task analysis
Inter-Slice Super-Resolution of Magnetic Resonance Images by Pre-Training and Self-Supervised Fine-Tuning
会议论文
PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Athens, Greece, May 27, 2024 - May 30, 2024
作者:
Wang, Xin
;
Song, Zhiyun
;
Zhu, Yitao
;
Wang, Sheng
;
Zhang, Lichi
Adobe PDF(8701Kb)
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收藏
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浏览/下载:391/67
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提交时间:2024/09/20
Deep learning
Image analysis
Magnetic resonance
Medical imaging
Video analysis
Video recording
2-D slice
Clinical practices
Fine tuning
Image visualization
Isotropics
Learning-based super-resolution
Magnetic resonance image
Pre-training
Resolution techniques
Superresolution
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