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A multimodal machine learning model for the stratification of breast cancer risk
期刊论文
NATURE BIOMEDICAL ENGINEERING, 2024
作者:
Xuejun Qian
;
Jing Pei
;
Chunguang Han
;
Zhiying Liang
;
Gaosong Zhang
Adobe PDF(6081Kb)
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收藏
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浏览/下载:433/10
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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
Beam-wise dose composition learning for head and neck cancer dose prediction in radiotherapy
期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 92
作者:
Teng, Lin
;
Wang, Bin
;
Xu, Xuanang
;
Zhang, Jiadong
;
Mei, Lanzhuju
Adobe PDF(2202Kb)
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收藏
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浏览/下载:299/2
|
提交时间:2023/12/22
Diseases
Graphic methods
Radiotherapy
Beam path
Beam-wise dose learning
Clinical practices
Dose distributions
Dose prediction
Dose-volume histograms
Head and neck
Head-and-neck cancer
Learning methods
Performance
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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浏览/下载:377/63
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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
The necessary of ternary amyloid classification for clinical practice: An alternative to the binary amyloid definition
期刊论文
VIEW, 2023, 卷号: 4, 期号: 5
作者:
Ren, Shuhua
;
Pan, Yongsheng
;
Li, Junpeng
;
Huang, Lin
;
Cui, Liang
Adobe PDF(1589Kb)
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收藏
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浏览/下载:309/0
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提交时间:2023/03/17
Deep learning
Deposition
Glucose
Glycoproteins
Learning systems
Metabolism
Neurodegenerative diseases
Positron emission tomography
Proteins
Amyloid deposition
Clinical practices
Cognitive performance
Deep learning
Equivocal amyloid deposition
Glucose metabolism
Learning methods
Neurodegeneration
Standardized uptake values
CAS-Net: Cross-View Aligned Segmentation by Graph Representation of Knees
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 12, 2023
作者:
Zhuang, Zixu
;
Wang, Xin
;
Wang, Sheng
;
Shen, Zhenrong
;
Zhao, Xiangyu
Adobe PDF(1812Kb)
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收藏
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浏览/下载:231/0
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提交时间:2023/11/10
Diagnosis
Graphic methods
Image segmentation
Optical resolving power
2-D slice
Clinical practices
Graph representation
Knee segmentation
Morphological analysis
Multi-view magnetic resonance imaging
Multi-views
Multiple views
Scanning time
Superresolution
CAR-T Therapy in Clinical Practice: Technical Advances and Current Challenges
期刊论文
ADVANCED BIOLOGY, 2022
作者:
Ren, Ping
;
Zhang, Chuyue
;
Li, Wenping
;
Wang, Xian
;
Liang, Aibing
Adobe PDF(1450Kb)
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收藏
|
浏览/下载:604/0
|
提交时间:2022/06/24
Antigens
Cell signaling
Cytology
T-cells
Tumors
'current
Antigen receptors
Chimeric antigen receptor-T
Clinical outcome
Clinical practices
Clinical trial
Immunotherapy
T cell engineering
Technical advances
Tumour cells
Learning Towards Synchronous Network Memorizability and Generalizability for Continual Segmentation Across Multiple Sites
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:
Zhang, Jingyang
;
Xue, Peng
;
Gu, Ran
;
Gu, Yuning
;
Liu, Mianxin
Adobe PDF(1414Kb)
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收藏
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浏览/下载:981/118
|
提交时间:2022/10/28
Learning systems
Medical computing
Medical imaging
Clinical practices
Continual segmentation
Data stream
Generalizability
Learn+
Memorizability
Optimisations
Sequential data
Storage costs
Synchronous networks
A Novel Knowledge Keeper Network for 7T-Free but 7T-Guided Brain Tissue Segmentation
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:
Lee, Jieun
;
Oh, Kwanseok
;
Shen, Dinggang
;
Suk, Heung-Il
Adobe PDF(101629Kb)
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收藏
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浏览/下载:212/0
|
提交时间:2022/11/04
Brain
Diagnosis
Image segmentation
Magnetic resonance imaging
Medical imaging
Signal to noise ratio
Tissue
7t MRI
Brain tissue segmentations
Clinical practices
High field strengths
Images synthesis
Knowledge distillation
Medical image analysis
Medical image synthesis
Pathophysiology
Tissue segmentation
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