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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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收藏
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浏览/下载:146/2
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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
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:256/4
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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
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:233/3
|
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
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: PP, 期号: 99, 页码: 1-1
作者:
Chen, Qianqian
;
Zhang, Jiadong
;
Meng, Runqi
;
Zhou, Lei
;
Li, Zhenhui
Adobe PDF(51045Kb)
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收藏
|
浏览/下载:263/1
|
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
Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Lei Zhou
;
Yuzhong Zhang
;
Jiadong Zhang
;
Xuejun Qian
;
Chen Gong
Adobe PDF(12040Kb)
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收藏
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浏览/下载:306/8
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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
ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Li, Zihan
;
Zheng, Yuan
;
Shan, Dandan
;
Yang, Shuzhou
;
Li, Qingde
Adobe PDF(4163Kb)
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收藏
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浏览/下载:316/36
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提交时间:2024/02/23
Transformer
Medical image segmentation
Scribble-supervised learning
Convolution
Decoding
Diagnosis
Image annotation
Medical imaging
Neural networks
Annotation
Convolutional neural network
Images segmentations
Medical diagnostic imaging
Supervised segmentation
A Self-Supervised Learning Approach for High-Resolution Diffuse Optical Tomography Using Neural Fields
会议论文
PROCEEDINGS OF SPIE - THE INTERNATIONAL SOCIETY FOR OPTICAL ENGINEERING, Shanghai, China, June 8, 2023 - June 10, 2023
作者:
Li, Linlin
;
Shen, Siyuan
;
Gao, Shengyu
;
Wang, Yuehan
;
Gu, Liangtao
Adobe PDF(441Kb)
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浏览/下载:263/1
|
提交时间:2023/10/13
Brain mapping
Inverse problems
Light absorption
Light scattering
Optical properties
Optical tomography
Supervised learning
Adaptive meshing
Biomedical research
Brain imaging
Breast cancer diagnostics
Diagnostic imaging
Diffuse optical tomography
High resolution
Images reconstruction
Neural fields
Supervised learning approaches
Artifact Detection and Restoration in Histology Images with Stain-Style and Structural Preservation
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Jing Ke
;
Kai Liu
;
Yuxiang Sun
;
Yuying Xue
;
Jiaxuan Huang
Adobe PDF(20386Kb)
|
收藏
|
浏览/下载:258/0
|
提交时间:2023/07/21
Benchmarking
Deep learning
Diagnosis
Image analysis
Image reconstruction
Job analysis
Medical imaging
Quality control
Restoration
Artifact
Artifact detection
Asymmetric cyclegan
Down-stream
Histology images
Histopathology
Image color analysis
Medical diagnostic imaging
Stain preservation
Task analysis
Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Ma, Chong
;
Zhao, Lin
;
Chen, Yuzhong
;
Wang, Sheng
;
Guo, Lei
Adobe PDF(964Kb)
|
收藏
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浏览/下载:515/113
|
提交时间:2023/07/14
Behavioral research
Deep neural networks
Diagnosis
Job analysis
Medical imaging
Pathology
Reliability analysis
Deep learning
Eye-tracking
Generalizability
Interpretability
Medical diagnostic imaging
Shortcut learning
Solid modelling
Task analysis
Transformer
Vision transformer
DSMT-Net: Dual Self-supervised Multi-operator Transformation for Multi-source Endoscopic Ultrasound Diagnosis
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Jiajia Li
;
Pingping Zhang
Adobe PDF(20632Kb)
|
收藏
|
浏览/下载:227/2
|
提交时间:2023/07/21
Deep learning
Edge detection
Endoscopy
Image segmentation
Job analysis
Large dataset
Medical imaging
Risk assessment
Supervised learning
Ultrasonic imaging
Breast Cancer
Endoscopic ultrasounds
Image edge detection
Medical Devices
Medical diagnostic imaging
Neural-networks
Pancreatic cancers
Pancreatic disease
Self-supervised learning
Task analysis
Transformer
Vision transformer
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