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A Serial Image Segmentation and Registration Network (SISRN) for Dynamic Enhanced Magnetic Resonance Image Sequences
会议论文
2025 IEEE 22ND INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Houston, TX, USA, 14-17 April 2025
作者:
Zehao Weng
;
Zhong Xue
;
Haoran Sun
;
Dongdong Gu
Adobe PDF(1419Kb)
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收藏
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浏览/下载:28/1
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提交时间:2025/05/20
Diagnostic radiography
Image segmentation
Neuroimaging
Noninvasive medical procedures
Photointerpretation
Chronic kidney disease
Deep learning
Dynamic contrast-enhanced magnetic resonance imaging
Image sequence
Images registration
Images segmentations
Medical image registration
Multitask learning
Serial images
Temporal consistency
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
;
Zhu, Fangmei
;
Ding, Zhongxiang
;
Chen, Geng
收藏
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浏览/下载:238/0
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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
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:213/0
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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
HL-SfM: A Marker-free and Automated Hologram Registration and Tracking Framework for Image-guided Surgery
会议论文
2024 INTERNATIONAL CONFERENCE ON VIRTUAL REALITY AND VISUALIZATION (ICVRV), Macao SAR, China, 27-29 Dec. 2024
作者:
Haobo Ding
;
Tuoyu Cao
;
Wuwei Ren
;
Xinyue Zhang
Adobe PDF(2189Kb)
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浏览/下载:308/5
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提交时间:2024/10/15
3D reconstruction
Automatic guided vehicles
Decision making
Electron holography
Feature extraction
Holmium compounds
Holograms
Image reconstruction
Image registration
Medical imaging
Robotics
Surgical equipment
Three dimensional computer graphics
Transplantation (surgical)
3D reconstruction
Anatomical structures
Computer assisted surgery
High-precision
Image guided surgery
Marker-free
Mixed reality
Mixed reality technologies
Point-clouds
Registration
Detail-preserving image warping by enforcing smooth image sampling
期刊论文
NEURAL NETWORKS, 2024, 卷号: 178
作者:
Sha, Qingrui
;
Sun, Kaicong
;
Jiang, Caiwen
;
Xu, Mingze
;
Xue, Zhong
Adobe PDF(4187Kb)
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浏览/下载:392/6
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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
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:177/0
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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:285/0
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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
Deep learning based brain MRI registration driven by local-signed-distance fields of segmentation maps
期刊论文
MEDICAL PHYSICS, 2023, 卷号: 50, 期号: 8, 页码: 4899-4915
作者:
Yang, Yue
;
Hu, Shunbo
;
Zhang, Lintao
;
Shen, Dinggang
Adobe PDF(10236Kb)
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收藏
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浏览/下载:293/0
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提交时间:2023/04/07
Brain mapping
Deep learning
Image segmentation
Magnetic resonance imaging
Brain MRI
Deep learning
Deformation field
Intensity images
Intensity information
Local-signed-distance field
Medical image registration
Registration accuracy
Segmentation map
Signed distance fields
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)
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收藏
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浏览/下载:411/1
|
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
Recent advances and clinical applications of deep learning in medical image analysis
期刊论文
MEDICAL IMAGE ANALYSIS, 2022, 卷号: 79
作者:
Chen, Xuxin
;
Wang, Ximin
;
Zhang, Ke
;
Fung, Kar-Ming
;
Thai, Theresa C.
Adobe PDF(3333Kb)
|
收藏
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浏览/下载:889/298
|
提交时间:2022/05/20
Deep learning
Diagnosis
Image analysis
Image classification
Image enhancement
Large dataset
Medical imaging
Supervised learning
Attention
Clinical application
Deep learning
Detection
Medical image
Medical image analysis
Registration
Segmentation
Self-supervised learning
Vision transformer
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