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ShanghaiTech University Knowledge Management System
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Uni-COAL: A unified framework for cross-modality synthesis and super-resolution of MR images
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2025, 卷号: 270
作者:
Song, Zhiyun
;
Qi, Zengxin
;
Wang, Xin
;
Zhao, Xiangyu
;
Shen, Zhenrong
Adobe PDF(20189Kb)
|
收藏
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浏览/下载:113/12
|
提交时间:2025/02/12
Dynamic contrast enhanced MRI
Image coding
Image enhancement
Image reconstruction
Neuroimaging
Cross modality
Cross-modality synthesis
MR-images
Performance
Shannon
Single-networks
Specific tasks
Stochastics
Superresolution
Unified framework
Cross-modality PET image synthesis for Parkinson's Disease diagnosis: a leap from [
18
F]FDG to [
11
C]CFT
期刊论文
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2025, 卷号: 52, 期号: 4, 页码: 1566-1575
作者:
Shen, Zhenrong
;
Wang, Jing
;
Huang, Haolin
;
Lu, Jiaying
;
Ge, Jingjie
Adobe PDF(3978Kb)
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收藏
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浏览/下载:80/3
|
提交时间:2025/02/12
Parkinson's disease
Diagnosis
[F-18]FDG PET
[C-11]CFT PET
Cross-modality image synthesis
Multi-Modality is All You Need for Transferable Recommender Systems
会议论文
PROCEEDINGS - INTERNATIONAL CONFERENCE ON DATA ENGINEERING, Utrecht, Netherlands, May 13, 2024 - May 17, 2024
作者:
Li, Youhua
;
Du, Hanwen
;
Ni, Yongxin
;
Zhao, Pengpeng
;
Guo, Qi
Adobe PDF(1043Kb)
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浏览/下载:284/62
|
提交时间:2024/08/23
Behavioral research
Learning systems
Signal encoding
Cross-modal
ID-based
Learning objectives
Multi-modal
Multi-modal learning
Multi-modality
Self-supervised learning
Transfer learning
Transition patterns
Unique identifiers
Recommender System
Multi-modal Learning
Transfer Learning
Self-supervised Learning
MetaAD: Metabolism-Aware Anomaly Detection for Parkinson's Disease in 3D
18
F-FDG PET
会议论文
MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2024, PT II, Palmeraie Conf Ctr,Marrakesh,MOROCCO, OCT 06-10, 2024
作者:
Huang, Haolin
;
Shen, Zhenrong
;
Wang, Jing
;
Wang, Xinyu
;
Lu, Jiaying
收藏
|
浏览/下载:127/0
|
提交时间:2024/12/17
Parkinson's disease
Brain PET
Unsupervised Anomaly Detection
Cross-modality Synthesis
Memory-based Cross-modal Semantic Alignment Network for Radiology Report Generation
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: PP, 期号: 99, 页码: 1-12
作者:
Tao, Yitian
;
Ma, Liyan
;
Yu, Jing
;
Zhang, Han
Adobe PDF(8647Kb)
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收藏
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浏览/下载:321/7
|
提交时间:2024/05/11
Decoding
Diagnosis
Job analysis
Radiology
Semantic Web
Cross modality
Cross-modal
Decoding
Knowledge graphs
Neural-networks
Radiology report generation
Radiology reports
Report generation
Semantic alignments
Task analysis
Learning Semantics-Grounded Vocabulary Representation for Video-Text Retrieval
会议论文
MM 2023 - PROCEEDINGS OF THE 31ST ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, Ottawa, ON, Canada, October 29, 2023 - November 3, 2023
作者:
Shi, Yaya
;
Liu, Haowei
;
Xu, Haiyang
;
Ma, Zongyang
;
Ye, Qinghao
Adobe PDF(10551Kb)
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收藏
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浏览/下载:261/1
|
提交时间:2024/01/19
Information retrieval
Learning systems
Signal encoding
Cross-modal
Dual encoder
Learning semantics
Modality gap
Pre-training
Semantic-grounded representation
Text retrieval
Training methods
Video-text retrieval
Vocabulary space
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
|
浏览/下载:368/0
|
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
Alias-Free Co-modulated Network for Cross-Modality Synthesis and Super-Resolution of MR Images
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:
Song, Zhiyun
;
Wang, Xin
;
Zhao, Xiangyu
;
Wang, Sheng
;
Shen, Zhenrong
Adobe PDF(161417Kb)
|
收藏
|
浏览/下载:237/0
|
提交时间:2023/11/10
Clinical research
Optical resolving power
Cross modality
Cross-modality synthesis
Learning-based methods
MR-images
Network design
Research studies
Scenario studies
Single-networks
Slice thickness
Superresolution
Joint Cross-Attention Network with Deep Modality Prior for Fast MRI Reconstruction
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Kaicong Sun
;
Qian Wang
;
Dinggang Shen
Adobe PDF(11865Kb)
|
收藏
|
浏览/下载:361/9
|
提交时间:2023/10/07
Fast MRI reconstruction
multi-coil sensitivity estimation
deep modality prior
multi-modal fusion
cross-attention
D2FE-GAN: Decoupled dual feature extraction based GAN for MRI image synthesis
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 252
作者:
Adobe PDF(2330Kb)
|
收藏
|
浏览/下载:322/0
|
提交时间:2022/08/08
Extraction
Feature extraction
Magnetic resonance imaging
Semantics
Cross modality
Decoupled dual feature extraction (D2FE)
Feature representation
Features extraction
Generative adversarial network
Images synthesis
Magnetic resonance imaging
Network-based
Pulse parameter
Pulse sequence
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