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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:24/1
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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
Structured IB: Improving Information Bottleneck with Structured Feature Learning
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Philadelphia, PA, United states, February 25, 2025 - March 4, 2025
作者:
Yang, Hanzhe
;
Wu, Youlong
;
We, Dingzhu
;
Zhou, Yong
;
Shi, Yuanming
Adobe PDF(486Kb)
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收藏
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浏览/下载:9/1
|
提交时间:2025/06/17
Cluster analysis
Deep neural networks
Digital arithmetic
Document Clustering
Feature learning
Generalisation
Images segmentations
Information bottleneck
Information bottleneck principles
Interpretability
Lagrangian methods
Neural-networks
Structured information
Information Bottleneck
Representation Learning
Information Theory
Machine Learning
Transferring Adult-like Phase Images for Robust Multi-view Isointense Infant Brain Segmentation
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 1, 页码: 69-78
作者:
Huabing Liu
;
Jiawei Huang
;
Dengqiang Jia
;
Qian Wang
;
Jun Xu
Adobe PDF(2029Kb)
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浏览/下载:175/2
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提交时间:2024/07/22
Feature extraction
Image enhancement
Image segmentation
Magnetic resonance imaging
Medical imaging
Tissue
Accuracy
Adult-like phase image
Adversarial networks
Anatomy
Brain segmentation
Disentangled cycle-consistent adversarial network
Features extraction
Images segmentations
Isointense infant brain segmentation
Multi-view learning
Phase image
Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2025, 卷号: 44, 期号: 1, 页码: 244-258
作者:
Lei Zhou
;
Yuzhong Zhang
;
Jiadong Zhang
;
Xuejun Qian
;
Chen Gong
Adobe PDF(12040Kb)
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浏览/下载:329/8
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提交时间:2024/08/14
Complex networks
Convolution
Decoding
Diagnosis
Image segmentation
Magnetic resonance imaging
Medical imaging
Signal encoding
Breast tumor segmentation
Breast tumour
Decoding
Hybrid network
Images segmentations
Medical diagnostic imaging
Prototype
Prototype learning
Transformer
Tumor segmentation
ScribFormer: Transformer Makes CNN Work Better for Scribble-based Medical Image Segmentation
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 6, 页码: 2254-2265
作者:
Li, Zihan
;
Zheng, Yuan
;
Shan, Dandan
;
Yang, Shuzhou
;
Li, Qingde
Adobe PDF(4163Kb)
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浏览/下载:334/47
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提交时间:2024/02/23
Transformer
Medical image segmentation
Scribble-supervised learning
Convolution
Decoding
Diagnosis
Image annotation
Medical imaging
Neural networks
Annotation
Convolutional neural network
Images segmentations
Medical diagnostic imaging
Supervised segmentation
Modality-Specific Information Disentanglement from Multi-parametric MRI for Breast Tumor Segmentation and Computer-aided Diagnosis
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: 43, 期号: 5, 页码: 1958-1971
作者:
Chen, Qianqian
;
Zhang, Jiadong
;
Meng, Runqi
;
Zhou, Lei
;
Li, Zhenhui
Adobe PDF(51045Kb)
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收藏
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浏览/下载:279/1
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提交时间:2024/02/02
Multi-parametric MRI
Breast tumor segmentation
Computer-aided diagnosis
Disentanglement
Computer aided analysis
Computer aided diagnosis
Deep learning
Diseases
Forecasting
Image segmentation
Job analysis
Magnetic resonance imaging
Medical imaging
Breast Cancer
Breast tumour
Images segmentations
Medical diagnostic imaging
Multi-parametric magnetic resonance imaging
Task analysis
Tumor segmentation
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: 2163-2174
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:241/0
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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
Image Recovery Matters: A Recovery-Extraction Framework for Robust Fetal Brain Extraction From MR Images
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: 28, 期号: 2, 页码: 823-834
作者:
Chen, Jian
;
Lu, Ranlin
;
Ye, Shilin
;
Guang, Mengting
;
Tassew, Tewodros Megabiaw
Adobe PDF(4284Kb)
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浏览/下载:227/4
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提交时间:2024/01/19
Fetal MRI
brain extraction
intensity inhomogeneity
image recovery
image segmentation
Brain
Computer system recovery
Deep learning
Extraction
Feature extraction
Generative adversarial networks
Image segmentation
Job analysis
Medical imaging
Recovery
Biomedical imaging
Brain extraction
Brain modeling
Features extraction
Image recovery
Images segmentations
Intensity inhomogeneity
Nonhomogeneous medium
Task analysis
Automatic Diagnosis of Carotid Atherosclerosis Using a Portable Freehand 3-D Ultrasound Imaging System
期刊论文
IEEE TRANSACTIONS ON ULTRASONICS, FERROELECTRICS, AND FREQUENCY CONTROL, 2024, 卷号: 71, 期号: 2, 页码: 266-279
作者:
Li, Jiawen
;
Huang, Yunqian
;
Song, Sheng
;
Chen, Hongbo
;
Shi, Junni
Adobe PDF(2911Kb)
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收藏
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浏览/下载:394/69
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提交时间:2024/02/02
3-D ultrasound (US) imaging
automatic carotid atherosclerosis (CA) diagnosis
carotid artery segmentation
reconstruction with regularization
Deep learning
Diseases
Image reconstruction
Image segmentation
Imaging systems
Neural networks
Three dimensional displays
3D ultrasound imaging
Artery segmentations
Atherosclerose
Automatic carotid atherosclerose diagnose
Carotid artery
Carotid artery segmentation
Images reconstruction
Images segmentations
Reconstruction with regularization
Regularisation
Three-dimensional display
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)
|
收藏
|
浏览/下载:454/0
|
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
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