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Rethinking Fetal Brain Atlas Construction: A Deep Learning Perspective
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:
Zhang, Kai
;
Huang, Shijie
收藏
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浏览/下载:205/0
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提交时间:2024/11/29
Brain
Contrastive Learning
Deep learning
Image registration
Medical imaging
Atlas construction
Brain atlas
Deep learning
Feature space
Fetal brain
Geometric information
Learn+
Learning methods
Learning-based approach
Minimums distance
Detail-preserving image warping by enforcing smooth image sampling
期刊论文
NEURAL NETWORKS, 2024, 卷号: 178
作者:
Adobe PDF(4187Kb)
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收藏
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浏览/下载:351/6
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提交时间:2024/07/05
Image enhancement
Image registration
Magnetic resonance imaging
Medical imaging
Signal sampling
Deformable registration
Detail preservation
Detail preserving
Dynamic contrast-enhanced magnetic resonance imaging
Frequency map
Image information
Image warping
Phase dynamics
Sampling frequencies
Sampling frequency map
Consistent and Accurate Segmentation for Serial Infant Brain MR Images with Registration Assistance
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:
Sun, Yuhang
;
Liu, Jiameng
;
Liu, Feihong
;
Sun, Kaicong
;
Zhang, Han
Adobe PDF(4261Kb)
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收藏
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浏览/下载:423/0
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提交时间:2023/11/24
Brain
Brain mapping
Deep learning
Histology
Image enhancement
Image segmentation
Magnetic resonance imaging
Brain development
Brain MR images
Brain tissue
Consistency constraints
Learning frameworks
Longitudinal segmentation
Registration assisted segmentation
Segmentation results
Temporal segmentations
Time points
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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浏览/下载:344/2
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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
Unified Deep Learning For Simultaneous Cardiac Cine MRI Reconstruction, Motion Estimation And Segmentation
会议论文
21ST IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Athens, Greece, 27-30 May 2024
作者:
Qian Pengfang
;
Zhou Zijian
;
Hu Peng
;
Qi Haikun
收藏
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浏览/下载:257/0
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提交时间:2024/04/04
Contrastive Learning
Deep learning
Deep reinforcement learning
Image annotation
Image enhancement
Image reconstruction
Image registration
Image segmentation
Motion capture
Motion compensation
Motion estimation
Cardiac cine MRI
Cine-MRI
Deep learning
Dual-tasks
Learning methods
Motion segmentation
Motion-compensated reconstruction
MRI reconstruction
Segmentation
Task learning
Diffusion Model-Based Hierarchical Registration of Whole-Body PET/CT Images
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:
Mi, Jia
;
Jiang, Caiwen
;
Shen, Dinggang
收藏
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浏览/下载:184/0
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提交时间:2024/11/08
Computerized tomography
Image registration
Medical imaging
Physiological models
Body image
CT Image
CT imaging
Diffusion model
Hierarchical registration
Human bodies
Model-based OPC
Topology constraint
Whole-body
Whole-body PET/CT
Structure-aware Registration Network for Liver DCE-CT Images
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 28, 期号: 4, 页码: 1-13
作者:
Xue, Peng
;
Zhang, Jingyang
;
Ma, Lei
;
Liu, Mianxin
;
Gu, Yuning
Adobe PDF(25764Kb)
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收藏
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浏览/下载:223/0
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提交时间:2024/02/02
Computerized tomography
Image enhancement
Image segmentation
Motion analysis
Topology
Dynamic contrast-enhanced
Images registration
Images segmentations
Liver dynamic contrast-enhanced computed tomography
Motion segmentation
Registration methods
Segmentation-guided registration network
Structure-aware
Structure-aware constraint
AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image Segmentation
预印本
2023
作者:
Zhao, Xiangyu
;
Wang, Sheng
;
Song, Zhiyun
;
Shen, Zhenrong
;
Yao, Linlin
Adobe PDF(5028Kb)
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收藏
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浏览/下载:154/0
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提交时间:2024/06/03
Medical image segmentation
one-shot segmentation
image registration
adversarial training
uncertainty rectification
Transformers in medical image analysis
期刊论文
INTELLIGENT MEDICINE;, 2023, 卷号: 3, 期号: 1, 页码: 59-78
作者:
He, Kelei
;
Gan, Chen
;
Li, Zhuoyuan
;
Rekik, Islem
;
Yin, Zihao
Adobe PDF(2697Kb)
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收藏
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浏览/下载:258/0
|
提交时间:2023/03/24
Deep learning
Diagnosis
Image synthesis
Medical image analysis
Multi-modal learning
Multi-task learning
Registration
Segmentation
Transformer
Weakly-supervised learning
Super-Resolution Reconstruction of Fetal Brain MRI with Prior Anatomical Knowledge
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), San Carlos de Bariloche, Argentina, June 18, 2023 - June 23, 2023
作者:
Huang, Shijie
;
Chen, Geng
;
Sun, Kaicong
;
Cui, Zhiming
;
Zhang, Xukun
Adobe PDF(5874Kb)
|
收藏
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浏览/下载:362/1
|
提交时间:2023/07/21
Image reconstruction
Magnetic resonance imaging
Medical imaging
Optical resolving power
Tissue
Anatomical priors
Brain MRI
Brian tissue segmentation
Fetal brain
Prior anatomical knowledge
Reconstruction method
Super-resolution reconstruction
Tissue segmentation
Volume registration
Volumetric reconstruction
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