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A Progressive Single-Modality to Multi-modality Classification Framework for Alzheimer’s Disease Sub-type Diagnosis
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 10, 2024 - October 10, 2024
作者:
Liu, Yuxiao
;
Liu, Mianxin
;
Zhang, Yuanwang
;
Sun, Kaicong
;
Shen, Dinggang
收藏
|
浏览/下载:94/0
|
提交时间:2025/01/10
Adversarial machine learning
Contrastive Learning
Cost benefit analysis
Data acquisition
Diagnosis
Large datasets
Alzheimer
Alzheimer’s disease
Clinical guideline
Explanation analyze
High costs
Multi-modality
Multi-modality fusion
Multi-stage framework
Multi-stages
Multiple modalities
Structure-Preserving Diffusion Model for Unpaired Medical Image Translation
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 6, 2024 - October 6, 2024
作者:
Wang, Haoshen
;
Wang, Xiaodong
;
Cui, Zhiming
Adobe PDF(2971Kb)
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收藏
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浏览/下载:224/1
|
提交时间:2024/11/29
Computerized tomography
Anatomical structure preserving
Anatomical structures
Clinical diagnosis
Diffusion model
Edge information
Image translation
Multi-modality imaging
Novel structures
Structure-preserving
Unpaired image translation
3D Point-Based Multi-Modal Context Clusters GAN for Low-Dose PET Image Denoising
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 10
作者:
Cui, Jiaqi
;
Wang, Yan
;
Zhou, Luping
;
Fei, Yuchen
;
Zhou, Jiliu
Adobe PDF(1871Kb)
|
收藏
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浏览/下载:277/5
|
提交时间:2024/05/14
Magnetic resonance imaging
Positron emission tomography
Noise reduction
Three-dimensional displays
Point cloud compression
Image denoising
Task analysis
Positron emission topography (PET)
low-dose PET denoising
multi-modality
point-based representation
context clusters
generative adversarial network (GAN)
SEE: Semantically Aligned EEG-to-Text Translation
预印本
2024
作者:
Tao, Yitian
;
Liang, Yan
;
Wang, Luoyu
;
Li, Yongqing
;
Yang, Qing
收藏
|
浏览/下载:239/0
|
提交时间:2024/10/14
EEG-to-Text
self-supervised learning
multi- modality
A Progressive Single-Modality to Multi-Modality Classification Framework for Alzheimer's Disease Sub-type Diagnosis
预印本
2024
作者:
Liu, Yuxiao
;
Liu, Mianxin
;
Zhang, Yuanwang
;
Sun, Kaicong
;
Shen, Dinggang
Adobe PDF(441Kb)
|
收藏
|
浏览/下载:240/0
|
提交时间:2024/08/14
Alzheimer’s disease
Multi-modality fusion
Contrastive learning
Explanation analysis
Multi-stage framework
Auditory Fiber Bundle Parcellation using Text-Prompted Decomposition Networks
会议论文
2024 IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Athens, Greece, 27-30 May 2024
作者:
Jinchen Gu
;
Yaoxuan Wang
;
Caiwen Jiang
;
Jiameng Liu
;
Yuting Zhu
Adobe PDF(1449Kb)
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收藏
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浏览/下载:211/6
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提交时间:2024/08/26
Auditory tract parcellation
Decomposition networks
Feature decomposition
Feature integration
Fibre bundle
Fusion modules
Multi-modality
Multi-modality feature integration
Multi-modality fusion
Text-prompted feature decomposition
An Empirical Study of Training ID-Agnostic Multi-modal Sequential Recommenders
预印本
2024
作者:
Li, Youhua
;
Du, Hanwen
;
Ni, Yongxin
;
He, Yuanqi
;
Fu, Junchen
Adobe PDF(999Kb)
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收藏
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浏览/下载:134/0
|
提交时间:2024/05/15
Multi-modality
Sequential Recommendation
Transfer Learning
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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收藏
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浏览/下载:261/45
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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
Vector Quantized Multi-modal Guidance for Alzheimer’s Disease Diagnosis Based on Feature Imputation
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 8, 2023
作者:
Zhang, Yuanwang
;
Sun, Kaicong
;
Liu, Yuxiao
;
Ou, Zaixin
;
Shen, Dinggang
Adobe PDF(1012Kb)
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收藏
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浏览/下载:354/1
|
提交时间:2023/11/24
Classification (of information)
Computer aided diagnosis
Medical computing
Medical imaging
Positron emission tomography
Vector spaces
Alzheimer
Alzheimer’s disease
Discrete learning
Disease diagnosis
Feature imputation
Imaging modality
Incomplete modality
Multi-modal
Multi-modal learning
Performance
3D multi-modality Transformer-GAN for high-quality PET reconstruction
期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 91
作者:
Wang, Yan
;
Luo, Yanmei
;
Zu, Chen
;
Zhan, Bo
;
Jiao, Zhengyang
Adobe PDF(4982Kb)
|
收藏
|
浏览/下载:422/1
|
提交时间:2023/11/24
Diagnosis
Generative adversarial networks
Image reconstruction
Magnetic resonance imaging
Metabolism
Positrons
Semantics
Signal encoding
Generative adversarial network
High quality
Low dose
Multi-modality
PET images
Positron emission tomography
Positron emission tomography reconstruction
Radiation risk
Tomography reconstruction
Transformer
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