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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
;
Zhu, Fangmei
;
Ding, Zhongxiang
;
Chen, Geng
收藏
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浏览/下载:206/0
|
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
Solving PDEs on unknown manifolds with machine learning
期刊论文
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2024, 卷号: 71
作者:
Liang, Senwei
;
Jiang, Shixiao W.
;
Harlim, John
;
Yang, Haizhao
Adobe PDF(4816Kb)
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收藏
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浏览/下载:533/94
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提交时间:2024/03/22
Algebra
Computation theory
Deep neural networks
Gradient methods
Learning systems
Mathematical operators
Multilayer neural networks
Network layers
Convergence analysis
Diffusion maps
High-dimensional
High-dimensional PDE
Higher-dimensional
Hypothesis space
Least squares minimization
Manifold
Neural-networks
Point-clouds
JOINT OPTIMIZATION OF K-SPACE SAMPLING AND RECONSTRUCTION FOR MULTI-CONTRAST MRI
会议论文
IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Athens, Greece, 27-30 May 2024
作者:
Jianing Geng
;
Zijian Zhou
;
Haikun Qi
;
Peng Hu
收藏
|
浏览/下载:212/0
|
提交时间:2024/04/10
Contrastive Learning
Deep learning
Dynamic contrast enhanced MRI
Image reconstruction
Trajectories
Deep learning
Features fusions
Joint optimization
Jointly optimizations
K-space sampling
MRI reconstruction
Multi-contrast MRI reconstruction
Optimized sampling
Sampling trajectories
Space reconstruction
Interference Management in Space-Air-Ground Integrated Networks with Fully Distributed Rate-Splitting Multiple Access
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 149-164
作者:
Shengyu Zhang
;
Yijie Mao
;
Bruno Clerckx
;
Tony Q.S. Quek
Adobe PDF(4358Kb)
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收藏
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浏览/下载:161/1
|
提交时间:2024/11/11
Amplitude modulation
Antenna grounds
Beam forming networks
Benchmarking
Integrated circuit design
Recurrent neural networks
Satellite communication systems
Satellites
Space division multiple access
Structural analysis
Structural dynamics
Unmanned aerial vehicles (UAV)
Air grounds
Deep learning
Ergodics
Integrated networks
Interference management
Multiple access
Rate splitting
Rate-splitting multiple access
Space-air-ground integrated network
Sum-rate
Robust Centroid Estimation Method with the Rough and Refined Estimation for Interplanetary Optical Navigation
期刊论文
INTERNATIONAL JOURNAL OF AEROSPACE ENGINEERING, 2023, 卷号: 2023
作者:
Qiang, Qichang
;
Lin, Baojun
;
Liu, Yingchun
;
Lin, Xia
Adobe PDF(8096Kb)
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收藏
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浏览/下载:311/0
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提交时间:2023/06/02
Interplanetary spacecraft
Navigation
Orbits
Vehicle to vehicle communications
Autonomous navigation
Centroid estimation
Communication delays
Deep space
Estimation methods
Ground based
Image-based
Navigation methods
Optical navigation
Radiometrics
Prior information-based ellipse fitting optimization method for optical navigation with a short-arc horizon
期刊论文
ENGINEERING OPTIMIZATION, 2023, 卷号: 56, 期号: 11, 页码: 1880-1896
作者:
Qiang, Qichang
;
Lin, Baojun
;
Liu, Yingchun
;
Lin, Xia
收藏
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浏览/下载:240/0
|
提交时间:2024/01/19
Interplanetary flight
Iterative methods
Navigation
Shape optimization
Adaptive trust region
Autonomous navigation
Deep space
Ellipse fitting
Modeling parameters
Optical navigation
Prior information
Prior shapes
Shape information
Short arc
A Robust Subpixel-Level Celestial Edge Localization Algorithm for Optical Navigation
期刊论文
INTERNATIONAL JOURNAL OF AERONAUTICAL AND SPACE SCIENCES, 2023, 卷号: 25, 期号: 3, 页码: 1166-1177
作者:
Qiang, Qichang
;
Lin, Baojun
;
Liu, Yingchun
;
Lin, Xia
收藏
|
浏览/下载:267/0
|
提交时间:2024/01/19
Edge detection
Feature extraction
Pixels
Autonomous navigation
Deep space
Edge localization
High-precision
Localisation
Localization algorithm
Localization method
Optical navigation
Subpixel levels
Zernike
Deep latent space fusion for adaptive representation of heterogeneous multi-omics data
期刊论文
BRIEFINGS IN BIOINFORMATICS, 2022, 卷号: 23, 期号: 2, 页码: 1–15
作者:
Chengming Zhang
;
Yabin Chen
;
Tao Zeng
;
Chuanchao Zhang
;
Luonan Chen
Adobe PDF(2289Kb)
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收藏
|
浏览/下载:316/1
|
提交时间:2022/09/16
deep learning
latent space fusion
adaptive representation
omics data
complex disease
Markov State Transition Modeling in Complex High-Dimensional State Space Based on Fuzzy Integral
会议论文
2022 IEEE GLOBECOM WORKSHOPS, GC WKSHPS 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Jinhan Guo
;
Kai Li
;
Hanhui Li
;
Wenxiang Liu
;
Zeming Zhuang
Adobe PDF(2495Kb)
|
收藏
|
浏览/下载:570/0
|
提交时间:2023/03/10
nomaly detection
Clustering algorithms
Computational complexity
Deep learning
Finance
Integral equations
Learning systems
Sales
Anomaly detection
Choquet fuzzy integral
Financial industry
Fuzzy integral
High-dimensional
Higher-dimensional
Markov state
Markov-chain-based state space
State-space
State-transition model
Multimodal Brain Tumor Segmentation Using Contrastive Learning Based Feature Comparison with Monomodal Normal Brain Images
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:
Liu, Huabing
;
Nie, Dong
;
Shen, Dinggang
;
Wang, Jinda
;
Tang, Zhenyu
Adobe PDF(101629Kb)
|
收藏
|
浏览/下载:254/0
|
提交时间:2022/10/28
Brain
Brain mapping
Deep learning
Image segmentation
Brain images
Brain tumor segmentation
Contrastive learning
Feature comparison
Feature space
Internal structure
Learning-based methods
Multi-modal
Normal brain image
Normal tissue
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