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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:137/2
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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:
Adobe PDF(15285Kb)
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浏览/下载:103/9
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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
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
DVasMesh: Deep Structured Mesh Reconstruction from Vascular Images for Dynamics Modeling of Vessels
会议论文
LECTURE NOTES IN COMPUTER SCIENCE, Marrakesh, Morocco, October 6, 2024 - October 6, 2024
作者:
Jia, Dengqiang
;
Yang, Xinnian
;
Xiong, Xiaosong
;
Huang, Shijie
;
Hou, Feiyu
收藏
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浏览/下载:9/0
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提交时间:2025/04/11
Deep learning
Image annotation
Image segmentation
Magnetic resonance imaging
Medical image processing
Network theory (graphs)
Cerebral vessels
Coronary
CTA
Deep learning
Dynamics simulation
Mesh reconstruction
MRA
Structured mesh
Vascular
Vascular graph
Carotid Vessel Wall Segmentation Through Domain Aligner, Topological Learning, and Segment Anything Model for Sparse Annotation in MR Images
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 12, 页码: 1-1
作者:
Xibao Li
;
Xi Ouyang
;
Jiadong Zhang
;
Zhongxiang Ding
;
Yuyao Zhang
Adobe PDF(2156Kb)
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浏览/下载:223/3
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提交时间:2024/07/15
Image segmentation
Annotations
Biomedical imaging
Accuracy
Lumen
Medical diagnostic imaging
Transfer learning
image segmentation
domain adaptation
segment anything model
Robust and smooth Couinaud segmentation via anatomical structure-guided point-voxel network
期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2024, 卷号: 182
作者:
Zhang, Xukun
;
Ali, Sharib
;
Liu, Tao
;
Zhao, Xiao
;
Cui, Zhiming
Adobe PDF(3672Kb)
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浏览/下载:268/4
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提交时间:2024/10/11
Image enhancement
Medical imaging
Semantic Segmentation
Three dimensional computer graphics
Anatomical structures
Computed tomography images
Couinaud segmentation
Couinaud segments
Liver computed tomography
Multi-scales
Point-voxel network
Spatial relationships
Surgical planning
Vessel structure
Cas-DiffCom: Cascaded Diffusion Model for Infant Longitudinal Super-Resolution 3D Medical Image Completion
会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Athens, Greece, 27-30 May 2024
作者:
Lianghu Guo
;
Tianli Tao
;
Xinyi Cai
;
Zihao Zhu
;
Jiawei Huang
Adobe PDF(1806Kb)
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浏览/下载:295/58
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提交时间:2024/08/26
Brain mapping
Diffusion tensor imaging
Image segmentation
3D medical image
Brain images
Brain structure
Diffusion model
Effective tool
Image completion
Infant development
Medical imaging completion
Neurocognition
Superresolution
sTBI-GAN: An adversarial learning approach for data synthesis on traumatic brain segmentation
期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2024, 卷号: 112
作者:
Zhao, Xiangyu
;
Zang, Di
;
Wang, Sheng
;
Shen, Zhenrong
;
Xuan, Kai
Adobe PDF(3067Kb)
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收藏
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浏览/下载:285/4
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提交时间:2024/02/23
Brain
Image enhancement
Image segmentation
Magnetic resonance
Magnetic resonance imaging
Medical imaging
Metadata
Adversarial learning
Brain segmentation
Data augmentation
Data synthesis
Image Inpainting
Images synthesis
Inpainting
Learning approach
Medical image synthesis
Traumatic Brain Injuries
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:220/4
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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
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:322/1
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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
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