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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
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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
AASeg: Artery-aware Global-to-Local Framework for Aneurysm Segmentation in Head and Neck CTA Images
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: PP, 期号: 99
作者:
Linlin Yao
;
Dongdong Chen
;
Xiangyu Zhao
;
Manman Fei
;
Zhiyun Song
Adobe PDF(20351Kb)
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收藏
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浏览/下载:189/7
|
提交时间:2024/11/28
Angiography
Graphic methods
Image segmentation
Medical computing
Network theory (graphs)
Aneurysm segmentation
Angiography images
Centerline graph
Centerlines
Computed tomography angiography
Geometric deep learning
Head and neck
Localisation
Medical intervention
Point-clouds
Multi-view Vertebra Localization and Identification from CT Images
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 12, 2023
作者:
Wu, Han
;
Zhang, Jiadong
;
Fang, Yu
;
Liu, Zhentao
;
Wang, Nizhuan
Adobe PDF(1842Kb)
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收藏
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浏览/下载:416/102
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提交时间:2023/11/10
Learning systems
Machine learning
Medical computing
Medical imaging
Musculoskeletal system
3-D problems
Clinical application
Computation costs
Contrastive learning
CT Image
Global informations
Localization and identification
Multi-views
Sequence loss
Vertebra localization and identification
Multi-scale and Focal Region Based Deep Learning Network for Fine Brain Parcellation
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Singapore, Singapore, September 18, 2022 - September 18, 2022
作者:
Ge, Yuyan
;
Tang, Zhenyu
;
Ma, Lei
;
Jiang, Caiwen
;
Shi, Feng
Adobe PDF(116332Kb)
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收藏
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浏览/下载:221/0
|
提交时间:2023/03/10
Computer aided instruction
Deep learning
Diagnosis
Learning systems
Magnetic resonance imaging
Medical computing
Medical imaging
Neurodegenerative diseases
Brain parcellation
Brain regions
Deep learning
Fine-scale
Focal regions
Multi tasks
Multi-scale label
Multi-scales
Region-based
Segmentation
Joint Group-Wise Motion Estimation and Segmentation of Cardiac Cine MR Images Using Recurrent U-Net
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Cambridge, United kingdom, July 27, 2022 - July 29, 2022
作者:
Qian, Pengfang
;
Yang, Junwei
;
Lio, Pietro
;
Hu, Peng
;
Qi, Haikun
Adobe PDF(1061Kb)
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浏览/下载:360/6
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提交时间:2022/09/02
Deep learning
Heart
Image enhancement
Image segmentation
Learning systems
Magnetic resonance imaging
Medical computing
Medical imaging
Cardiac motion
Cardiac segmentation
Cine-MRI
Deep learning
End-diastolic
MR-images
Nonrigid registration
Registration performance
Segmentation
Template images
Learning Towards Synchronous Network Memorizability and Generalizability for Continual Segmentation Across Multiple Sites
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Singapore, Singapore, September 18, 2022 - September 22, 2022
作者:
Zhang, Jingyang
;
Xue, Peng
;
Gu, Ran
;
Gu, Yuning
;
Liu, Mianxin
Adobe PDF(1414Kb)
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收藏
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浏览/下载:1016/124
|
提交时间:2022/10/28
Learning systems
Medical computing
Medical imaging
Clinical practices
Continual segmentation
Data stream
Generalizability
Learn+
Memorizability
Optimisations
Sequential data
Storage costs
Synchronous networks
Variational Encoding and Decoding for Hybrid Supervision of Registration Network
会议论文
LECTURE NOTES IN COMPUTER SCIENCE, Virtual, Online, September 27, 2021 - September 27, 2021
作者:
Gu, Dongdong
;
Cao, Xiaohuan
;
Liu, Guocai
;
Xue, Zhong
;
Shen, Dinggang
Adobe PDF(136093Kb)
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收藏
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浏览/下载:422/0
|
提交时间:2021/12/03
Decoding
Deep learning
Magnetic resonance
Medical computing
Medical imaging
Network coding
Population statistics
'current
Deep learning
Deformation consistency
Encoding and decoding
Ill posed problem
Image similarity
Medical image registration
Population
based regularization
Regularisation
Training sample
CDLRS: Collaborative Deep Learning Model with Joint Regression and Segmentation for Automatic Fovea Localization
会议论文
LECTURE NOTES IN COMPUTER SCIENCE, Virtual, Online, September 27, 2021 - September 27, 2021
作者:
Chen, Ziyang
Adobe PDF(40311Kb)
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收藏
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浏览/下载:170/0
|
提交时间:2021/12/03
Color photography
Deep learning
Image segmentation
Medical computing
Medical imaging
Collaborative learning
Computer
aided
Fovea
Fundus image
Learning models
Localisation
Macula
Object localization
REFUGE2
Screening system
Spine-Rib Segmentation and Labeling via Hierarchical Matching and Rib-Guided Registration
会议论文
LECTURE NOTES IN COMPUTER SCIENCE, Virtual, Online, September 27, 2021 - September 27, 2021
作者:
Jiang, Caiwen
;
Cui, Zhiming
;
Wei, Dongming
;
Sun, Yuhang
;
Liu, Jiameng
Adobe PDF(1433Kb)
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收藏
|
浏览/下载:467/0
|
提交时间:2021/12/03
Diagnosis
Image segmentation
Medical computing
Medical imaging
CT Image
Hierarchical matching
Labeling methods
Labelings
Rib segmentation
Rib
guided registration
Segmentation masks
Segmentation methods
Spine
rib segmentation and labeling
Template
Diagnosis of Hippocampal Sclerosis from Clinical Routine Head MR Images Using Structure-constrained Super-Resolution Network
会议论文
LECTURE NOTES IN COMPUTER SCIENCE, Virtual, Online, September 27, 2021 - September 27, 2021
作者:
Cao, Zehong
;
Shi, Feng
;
Xu, Qiang
;
Liu, Gaoping
;
Sun, Tianyang
Adobe PDF(136093Kb)
|
收藏
|
浏览/下载:440/0
|
提交时间:2021/12/03
Brain
Image enhancement
Image reconstruction
Magnetic resonance imaging
Medical computing
Medical imaging
Optical resolving power
Acquisition time
Clinical diagnosis
Clinical routine
High
resolution images
Image super resolutions
Intensity constraints
Lower resolution
MR
images
Superresolution
Superresolution methods
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