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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
|
浏览/下载:221/0
|
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
GSURE-Based Unsupervised Deep Equilibrium Model Learning for Large-Scale Channel Estimation
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Haotian Tian
;
Lixiang Lian
Adobe PDF(1279Kb)
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收藏
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浏览/下载:50/2
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提交时间:2025/03/18
Adversarial machine learning
Channel estimation
Contrastive Learning
Deep learning
Mean square error
Risk analysis
Risk assessment
Risk perception
Supervised learning
Unsupervised learning
Deep equilibrium model
Equilibrium modelling
Generalized stein unbiased risk estimate
Ground truth
Large-scale channel estimation
Large-scales
Learn+
Learning-based methods
Model learning
Unbiased risk estimates
SAM-PS: Zero-shot Parking-slot Detection based on Large Visual Model
会议论文
2024 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV), Jeju Island, Korea, Republic of, 2-5 June 2024
作者:
Heng Zhai
;
Jilin Mei
;
Liang Chen
;
Fangzhou Zhao
;
Xijun Zhao
Adobe PDF(3836Kb)
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收藏
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浏览/下载:239/2
|
提交时间:2024/07/22
Computer vision
Image segmentation
Zero-shot learning
'current
Detection methods
Learning-based methods
Model segment
Model-based OPC
Performance
Traditional computers
Training dataset
Training methods
Visual model
A FEATURE-GUIDED DUAL-DOMAIN NETWORK FOR CT METAL ARTIFACT REDUCTION
会议论文
21ST IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Athens, Greece, 27-30 May 2024
作者:
Huamin Wang
;
Zhe Wang
;
Shuo Yang
;
Xiao Bai
;
JiaYi Wu
Adobe PDF(1829Kb)
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收藏
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浏览/下载:224/6
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提交时间:2024/05/14
Computer vision
Feature extraction
'current
Classical problems
CT
Deep learning
Dual domain
Feature extractor
Learning-based methods
Metal artifact feature
Metal artifact reduction
Metal artifacts
PFEMed: Few-shot medical image classification using prior guided feature enhancement
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 134
作者:
Dai, Zhiyong
;
Yi, Jianjun
;
Yan, Lei
;
Xu, Qingwen
;
Hu, Liang
Adobe PDF(4058Kb)
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收藏
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浏览/下载:575/1
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提交时间:2022/11/04
Classification (of information)
Deep learning
Image enhancement
Learning systems
Medical imaging
Signal encoding
Auto encoders
Deep learning
Domain adaptions
Feature enhancement
Few-shot learning
Images classification
Learning-based methods
Medical image classification
Target feature
Variational autoencoder
Alias-Free Co-modulated Network for Cross-Modality Synthesis and Super-Resolution of MR 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:
Song, Zhiyun
;
Wang, Xin
;
Zhao, Xiangyu
;
Wang, Sheng
;
Shen, Zhenrong
Adobe PDF(161417Kb)
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收藏
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浏览/下载:245/0
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提交时间:2023/11/10
Clinical research
Optical resolving power
Cross modality
Cross-modality synthesis
Learning-based methods
MR-images
Network design
Research studies
Scenario studies
Single-networks
Slice thickness
Superresolution
Development and Fast Transferring of General Connectivity-Based Diagnosis Model to New Brain Disorders with Adaptive Graph Meta-Learner
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:
Liu, Yuxiao
;
Liu, Mianxin
;
Zhang, Yuanwang
;
Shen, Dinggang
Adobe PDF(1048Kb)
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收藏
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浏览/下载:275/0
|
提交时间:2023/11/10
Classification (of information)
Deep learning
Diagnosis
Learning algorithms
Learning systems
Magnetic resonance imaging
Medical imaging
Automatic diagnosis
Brain disorders
Brain functional networks
Convolutional networks
Diagnosis model
Few-shot adaptation
Graph convolutional network
Learning-based methods
Meta-learner
Metalearning
Progressive Attention Guidance for Whole Slide Vulvovaginal Candidiasis Screening
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:
Cai, Jiangdong
;
Xiong, Honglin
;
Cao, Maosong
;
Liu, Luyan
;
Zhang, Lichi
Adobe PDF(3256Kb)
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收藏
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浏览/下载:349/93
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提交时间:2023/11/10
Candida
Computer aided diagnosis
Disease control
Learning systems
Attention-guided
Classification models
Computer-aided
Control and prevention
Image-based
Images classification
Labeled data
Screening methods
Vulvovaginal candidiasis
Whole slide images
Deep Learning-Based Quantitative Blastocyst Assessment
会议论文
PROCEEDINGS OF THE ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, EMBS, Sydney, NSW, Australia, July 24, 2023 - July 27, 2023
作者:
Zheng, Zhe
;
Wang, Youcheng
;
Ni, Na
;
Tong, Guoqing
;
Cheng, Nuo
Adobe PDF(4558Kb)
|
收藏
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浏览/下载:280/0
|
提交时间:2024/02/02
Deep learning
Activation maps
Attention mechanisms
Classification networks
In-vitro
Inner cell mass
Qualitative evaluations
The region of interest (ROI)
Vision-based methods
Vitro fertilization
Adaptive deep density approximation for Fokker-Planck equations
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2022, 卷号: 457
作者:
Tang, Kejun
;
Wan, Xiaoliang
;
Liao, Qifeng
Adobe PDF(1780Kb)
|
收藏
|
浏览/下载:701/227
|
提交时间:2022/03/04
Deep learning
Iterative methods
Numerical methods
Probability density function
Stochastic systems
Deep learning
Density approximations
Density estimation
Flow based
Flow-based generative model
Fokker-Planck-equation
Generative model
High-dimensional
Higher-dimensional
Steady state
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