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Structure-aware Brain Tissue Segmentation for Isointense Infant MRI Data Using Multi-phase Multi-scale Assistance Network
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2025, 卷号: 29, 期号: 2, 页码: 1297-1307
作者:
Jiameng Liu
;
Feihong Liu
Adobe PDF(4551Kb)
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浏览/下载:222/4
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提交时间:2024/09/23
Brain mapping
Tissue engineering
Adversarial networks
Brain development
Brain disorders
Brain tissue segmentations
Isointense infant brain tissue segmentation
Multi-phase multi-scale assistance network
Multi-scales
Myelination
Structure-aware
Structure-preserved GAN
Auditory tract maturation in early infancy: Links to speech production
预印本
2025
作者:
Liu, Feihong
;
Wang, Yaoxuan
;
Gu, Jinchen
;
Liu, Jiameng
;
Cai, Xinyi
Adobe PDF(1539Kb)
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收藏
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浏览/下载:97/1
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提交时间:2025/02/12
Infants (0-24 months)
Speech acquisition
White matter
Auditory tracts
Tract extraction toolbox
Developmental charting
DHSampling: Diversity-Based Hyperedge Sampling in GNN Learning with Application to Medical Imaging Classification
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:
Liu, Jiameng
;
Pala, Furkan
;
Rekik, Islem
;
Shen, Dinggang
Adobe PDF(1654Kb)
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浏览/下载:234/3
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提交时间:2024/11/29
Adversarial machine learning
Contrastive Learning
Graph embeddings
Graph neural networks
Network embeddings
Network theory (graphs)
Clinical data
Diversity-based sampling
Efficient graph neural network learning
Embeddings
Graph neural networks
Hyperedges
Large-scales
Neural network learning
Subgraphs
Topology and embedding diversity
Clinical Brain MRI Super-Resolution with 2D Slice-Wise Diffusion Model
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, Runqi
;
Cao, Zehong
;
He, Yichu
;
Liu, Jiameng
;
Shi, Feng
Adobe PDF(1691Kb)
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收藏
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浏览/下载:246/4
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提交时间:2024/11/29
Bioinformatics
Brain mapping
Deep learning
Diffusion tensor imaging
Electroencephalography
Image segmentation
2-D slice
Brain imaging
Brain magnetic resonance imaging
Diffusion model
Plug-and-play
Real-world
Soft tissue
Spatial resolution
Superresolution
Synthetic data
TUMSyn: A Text-Guided Generalist Model for Customized Multimodal MR Image Synthesis
会议论文
FOUNDATION MODELS FOR GENERAL MEDICAL AI, MEDAGI 2024, null,Marrakesh,MOROCCO, OCT 06, 2024
作者:
Wang, Yulin
;
Xiong, Honglin
;
Xie, Yi
;
Liu, Jiameng
;
Wang, Qian
收藏
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浏览/下载:48/0
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提交时间:2025/03/25
Foundation Model
Multimodal MRI
MRI Synthesis
Super-resolution
Towards General Text-guided Image Synthesis for Customized Multimodal Brain MRI Generation
预印本
2024
作者:
Wang, Yulin
;
Xiong, Honglin
;
Sun, Kaicong
;
Bai, Shuwei
;
Dai, Ling
Adobe PDF(5419Kb)
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浏览/下载:272/1
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提交时间:2024/10/14
基于人工智能的婴幼儿脑组织MR影像分割方法、装置、介质、程序产品及终端
专利
申请号:CN202410596215.8,申请日期: 2024-07-12,类型:发明申请,状态:实质审查
发明人:
Adobe PDF(865Kb)
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浏览/下载:292/5
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提交时间:2024/07/12
Harmonizing Multi-Modality Biases in Infant Development Analysis with an Integrated MRI Data Processing Pipeline
会议论文
2024 ISMRM & ISMRT ANNUAL MEETING & EXHIBITION
作者:
Feihong Liu
;
Jiawei Huang
;
Lianghu Guo
;
Haifeng Tang
;
Xinyi Cai
Adobe PDF(2439Kb)
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收藏
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浏览/下载:202/2
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提交时间:2024/09/20
An Anatomy- and Topology-Preserving Framework for Coronary Artery Segmentation
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 2, 页码: 723-733
作者:
Xiao Zhang
;
Kaicong Sun
;
Dijia Wu
;
Xiaosong Xiong
;
Jiameng Liu
Adobe PDF(3742Kb)
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收藏
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浏览/下载:244/1
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提交时间:2023/10/07
Coronary artery segmentation
hierarchical topology representation
anatomical dependency encoding
multi-task learning
coarse-to-fine segmentation
Coarse-to-fine registration and time-intensity curves constraint for liver DCE-MRI synthesis
期刊论文
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2024, 卷号: 111
作者:
Sun, Yuhang
;
Gu, Yuning
;
Shi, Feng
;
Liu, Jiameng
;
Li, Guoqiang
Adobe PDF(3971Kb)
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收藏
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浏览/下载:355/2
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提交时间:2024/01/19
Diagnosis
Image enhancement
Image registration
Magnetic resonance imaging
Tumors
Coarse to fine
Contrast agent
Dynamic contrast-enhanced magnetic resonance imaging
Image translation
Image-to-image translation
Intensity change
Registration
Registration process
Smoothness of time-intensity curve
Time-intensity curves
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