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MGCM: Multi-modal graph convolutional mamba for cancer survival prediction
期刊论文
PATTERN RECOGNITION, 2026, 卷号: 169
作者:
Cui, Jiaqi
;
Li, Yilun
;
Shen, Dinggang
;
Wang, Yan
收藏
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浏览/下载:2/0
|
提交时间:2025/07/14
Complex networks
Convolution
Diseases
Forecasting
Gene expression
Graph theory
Modal analysis
Molecular biology
Pathology
Co-expression
Convolutional networks
Cross-modal correlation
Graph convolutional network
Mamba
Multi-modal
Multi-modal learning
Prediction accuracy
Survival prediction
Transcriptomics
Early tumor volume change as a novel CT RECIST indicator for predicting pathological response and prognosis in NSCLC patients undergoing immunotherapy
期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2025, 卷号: 110
作者:
Xu, Fan
;
Xie, Mei
;
Lin, Xuwen
;
Gao, Jie
;
Ma, Xidong
收藏
|
浏览/下载:2/0
|
提交时间:2025/07/14
Biological organs
Clinical research
Deep learning
Diagnosis
Diseases
Learning systems
Lung cancer
Pathology
Patient treatment
Physical therapy
Cancer patients
CT RECIST
Immunotherapy
Non small cell lung cancer
Pathologic response
Pathological response
Prognostic biomarker
Tumor response
Tumor volume changes
Tumor volumes
Tracheal Targeted Nanogrid Delivery Systems of Dexamethasone Visualized by Single-Particle Tracing and Multiscale Pathological Mapping
期刊论文
ACS NANO, 2025, 卷号: 19, 期号: 25, 页码: 23414-23430
作者:
Cao, Zeying
;
Zhou, Shilin
;
Zhao, Yanli
;
Wu, Qian
;
Huang, Chenxi
Adobe PDF(5625Kb)
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浏览/下载:15/3
|
提交时间:2025/06/17
three-dimensional pathology
nanogrid
ROS-scavenging
tracheal targeted
bronchitis
nano-bio-interactions
Identification of Diffusion-Relaxation Compartments Based on Correlation to Renal Pathological Scores: An Explorative Study on Lupus Nephritis
期刊论文
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2025
作者:
Hu, Wentao
;
Liu, Fang
;
Shen, Yiwei
;
Yang, Tianshu
;
Ye, Shuang
Adobe PDF(2272Kb)
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收藏
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浏览/下载:8/1
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提交时间:2025/07/07
diffusion-relaxation correlated spectrum imaging
kidney MRI
lupus nephritis
renal pathology
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:168/2
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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 multimodal machine learning model for the stratification of breast cancer risk
期刊论文
NATURE BIOMEDICAL ENGINEERING, 2025, 卷号: 9, 期号: 3
作者:
Xuejun Qian
;
Jing Pei
;
Chunguang Han
;
Zhiying Liang
;
Gaosong Zhang
Adobe PDF(6081Kb)
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浏览/下载:514/11
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提交时间:2024/09/22
Contrastive Learning
Lung cancer
Mammography
Oncology
Pathology
Risk management
Ultrasonic imaging
Ultrasonic testing
Breast Cancer
Breast cancer risk
Cancer risk
Clinical practices
Clinical tasks
Machine learning models
Multi-modal
Multimodal models
Patient management
Work-flows
CellSeg2TLS: A Deep Learning Framework for Predicting the Maturation of Tertiary Lymphoid Structures in Pathology Images
会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Athens, Greece, 27-30 May 2024
作者:
Yang Yang
;
Mei Xie
Adobe PDF(9776Kb)
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收藏
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浏览/下载:297/1
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提交时间:2024/08/26
Deep learning
Image annotation
Tissue engineering
Cancer immunotherapy
Cell instance segmentation
Deep learning
Haematoxylin
Image analyze
Image-analysis
Learning frameworks
Pathology image analyze
Prognostic factors
Tertiary lymphoid structure
ClusterSeg: A crowd cluster pinpointed nucleus segmentation framework with cross-modality datasets
期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 85
作者:
Ke, Jing
;
Lu, Yizhou
;
Shen, Yiqing
;
Zhu, Junchao
;
Zhou, Yijin
Adobe PDF(4534Kb)
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收藏
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浏览/下载:392/0
|
提交时间:2023/03/10
mage segmentation
Pathology
Biomedical applications
Clustered nucleus
Cross modality
Image-analysis
Individual cells
Morphological variation
Nucleus segmentation
Partially-supervised network
Practical problems
Supervised network
Cascade Catalytic Nanoparticles Selectively Alkalize Cancerous Lysosomes to Suppress Cancer Progression and Metastasis
期刊论文
ADVANCED MATERIALS, 2023, 卷号: 36, 期号: 5
作者:
Pan, Limin
;
Peng, Haibao
;
Lee, Bowon
;
Zhao, Jiaxu
;
Shen, Xiulian
Adobe PDF(4627Kb)
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收藏
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浏览/下载:313/0
|
提交时间:2023/12/22
Cell death
Cerium oxide
Diseases
Enzyme activity
Iron oxides
Mammals
Pathology
Tumors
Autophagy
Cancer metastasis
Cancer progression
Catalytic nanoparticle
Enzymes activity
Hydroxide ions
Hydroxyl radicals
Lysosome alkalization
Metastasis
Tumor therapy
A Hierarchical Graph V-Net with Semi-supervised Pre-training for Histological Image based Breast Cancer Classification
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: PP, 期号: 99, 页码: 3907-3918
作者:
Yonghao Li
;
Yiqing Shen
;
Jiadong Zhang
;
Shujie Song
;
Zhenhui Li
Adobe PDF(29595Kb)
|
收藏
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浏览/下载:214/1
|
提交时间:2023/10/07
Breast cancer classification
digital pathology
semi-supervised learning
graph neural network
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