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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:140/2
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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
A Novel Parameter-dependent Input Normalization-based Direct MRAC with Unknown Control Direction
会议论文
2024 IEEE 63RD CONFERENCE ON DECISION AND CONTROL (CDC), Milan, Italy, 16-19 Dec. 2024
作者:
Yizhou Gong
;
Gilberto Pin
;
Yanjun Zhang
;
Yang Wang
Adobe PDF(574Kb)
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浏览/下载:284/12
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提交时间:2024/09/18
Model reference adaptive control
Dependent inputs
Direct modelling
High frequency gain
Model-reference adaptive controls
Normalisation
Parameter dependents
Prior-knowledge
Relative degrees
Unknown control direction
Upper Bound
Semi-supervised Standard-dose PET Image Generation via Region-adaptive Normalization and Structural Consistency Constraint
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Jiang, Caiwen
;
Pan, Yongsheng
;
Cui, Zhiming
;
Nie, Dong
;
Shen, Dinggang
Adobe PDF(2702Kb)
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浏览/下载:276/3
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提交时间:2023/06/09
Diagnosis
Electrons
Image reconstruction
Job analysis
Medical imaging
Positron emission tomography
Positrons
Stereo image processing
Three dimensional displays
Consistency constraints
Generation
Images reconstruction
Images synthesis
Normalisation
Positron emission tomography
Region-adaptive
Region-adaptive normalization
Semi-supervised
Structural consistency constraint
Task analysis
Three-dimensional display
Direct-Adaptive Control of Relative-Degree-Two Systems with Certifiable Derivative Error Bound
会议论文
2022 IEEE CONFERENCE ON CONTROL TECHNOLOGY AND APPLICATIONS, CCTA 2022, Trieste, Italy, August 23, 2022 - August 25, 2022
作者:
Pin, Gilberto
;
Wang, Yang
;
Serrani, Andrea
Adobe PDF(471Kb)
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浏览/下载:192/0
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提交时间:2023/03/10
odel reference adaptive control
Adaptive control schemes
Adaptive controllers
Control settings
Direct adaptive control
Error bound
Model reference control
Normalisation
Parameter adaptation
Relative degree two
Tracking errors
RandStainNA: Learning Stain-Agnostic Features from Histology Slides by Bridging Stain Augmentation and Normalization
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Singapore, Singapore, September 18, 2022 - September 22, 2022
作者:
Adobe PDF(7629Kb)
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浏览/下载:419/62
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提交时间:2022/10/28
Color
Deep learning
Diagnosis
Histology
Learning systems
Generalization ability
Generalization Error
Histology images
Histology slides
Learning-based approach
Normalisation
Performance
Stain augmentation
Stain normalization
Template images
Parameter-dependent Input Normalization: Direct-Adaptive control with Uncertain Control Direction
会议论文
PROCEEDINGS OF THE IEEE CONFERENCE ON DECISION AND CONTROL, Cancun, Mexico, December 6, 2022 - December 9, 2022
作者:
Pin, Gilberto
;
Serrani, Andrea
;
Wang, Yang
Adobe PDF(1119Kb)
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浏览/下载:204/0
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提交时间:2023/03/10
odel reference adaptive control
Control directions
Control laws
Dependent inputs
Direct adaptive control
Normalisation
Parameter dependents
Relative degrees
SISO systems
Uncertain controls
Unknown control direction
A Federated Learning System for Histopathology Image Analysis with an Orchestral Stain-Normalization GAN
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 卷号: 42, 期号: 7, 页码: 1-1
作者:
Shen, Yiqing
;
Sowmya, Arcot
;
Luo, Yulin
;
Liang, Xiaoyao
;
Shen, Dinggang
Adobe PDF(5939Kb)
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浏览/下载:308/0
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提交时间:2022/12/16
Computer vision
Diagnosis
Distillation
Generative adversarial networks
Large dataset
Medical imaging
Privacy-preserving techniques
Cancer
Centralised
Federated learning
Federated learning system
Generator
Histopathology
Normalisation
Stain normalization
Prediction Algorithm of Mobile User Channel Capacity Based on Dynamic Mode Decomposition
期刊论文
北京邮电大学学报, 2021, 卷号: 44, 期号: 4, 页码: 89-94
作者:
Zhu, Jun
;
Tang, Bao-Yu
;
Li, Kai
Adobe PDF(1163Kb)
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收藏
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浏览/下载:444/0
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提交时间:2021/12/03
Codes (symbols)
Feedback control
Forecasting
MIMO systems
Signal processing
Telecommunication repeaters
Capacity prediction
Channel capacity prediction
Channel's capacity
Decomposition algorithm
Dynamic mode decompositions
Empirical Mode Decomposition
Mobile users
Normalisation
ON dynamics
Selective normalization
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