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DeepIH: A deep learning-based near-patient system for treatment recommendation in infantile hemangiomas
期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2025, 卷号: 108
作者:
Xu, Mengjie
;
Zhao, Zihao
;
Mei, Lanzhuju
;
Wang, Sheng
;
Lin, Xiaoxi
Adobe PDF(1792Kb)
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浏览/下载:211/7
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提交时间:2024/11/29
Infantile hemangioma
Computer-aided diagnosis
Near-patient diagnosis
Deep learning
Automatic detection of breast lesions in automated 3D breast ultrasound with cross-organ transfer learning
期刊论文
VIRTUAL REALITY AND INTELLIGENT HARDWARE, 2024, 卷号: 6, 期号: 3, 页码: 239-251
作者:
Lingyun, B.A.O.
;
HUANG, Zhengrui
;
LIN, Zehui
;
SUN, Yue
;
CHEN, Hui
Adobe PDF(1181Kb)
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浏览/下载:267/2
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提交时间:2024/07/19
Automation
Computer aided diagnosis
Computer aided instruction
Convolution
Deep neural networks
Diseases
Image analysis
Learning systems
Medical imaging
Ultrasonic applications
Automated 3-d breast ultrasounds
Breast Cancer
Breast ultrasound
Cancer detection
Convolutional neural network
Cross organ learning
Deep learning
Detection performance
Learning methods
Transfer learning
Spatial attention-based implicit neural representation for arbitrary reduction of MRI slice spacing
期刊论文
MEDICAL IMAGE ANALYSIS, 2024, 卷号: 94
作者:
Wang, Xin
;
Wang, Sheng
;
Xiong, Honglin
;
Xuan, Kai
;
Zhuang, Zixu
Adobe PDF(10037Kb)
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浏览/下载:305/51
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提交时间:2024/04/26
Computational efficiency
Computer aided diagnosis
Image enhancement
Optical resolving power
% reductions
Arbitrary-scale super-resolution
Clinical protocols
Down-stream
Implicit representation
Neural representations
Resolution techniques
Scaling factors
Spatial attention
Superresolution
Mining Gaze for Contrastive Learning toward Computer-Assisted Diagnosis
会议论文
PROCEEDINGS OF THE AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024
作者:
Zhao, Zihao
;
Wang, Sheng
;
Wang, Qian
;
Shen, Dinggang
Adobe PDF(2801Kb)
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浏览/下载:497/82
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提交时间:2024/04/26
Behavioral research
Computer aided diagnosis
Computer aided instruction
Deep learning
Medical imaging
Semantics
Clinical reasoning
Computer assisted diagnosis
Eye-tracking
Image domain
Large-scales
Plug-and-play
Pre-training
Radiology reports
Semantic similarity
Visual Attention
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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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
MeLo: Low-Rank Adaptation is Better than Fine-Tuning for Medical Image Diagnosis
会议论文
PROCEEDINGS - INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, Athens, Greece, May 27, 2024 - May 30, 2024
作者:
Zhu, Yitao
;
Shen, Zhenrong
;
Zhao, Zihao
;
Wang, Sheng
;
Wang, Xin
Adobe PDF(458Kb)
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浏览/下载:284/34
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提交时间:2024/09/20
Diagnosis
Computer-aided
Diagnosis model
Fine tuning
Foundation models
Medical image diagnosis
Model switching
Model-based OPC
Pre-training
Storage spaces
Transformer modeling
Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional Diffusion
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:
Wang, Xin
;
Shen, Zhenrong
;
Song, Zhiyun
;
Wang, Sheng
;
Liu, Mengjun
Adobe PDF(5987Kb)
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浏览/下载:615/202
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提交时间:2023/11/24
Computer aided diagnosis
Diffusion
Gaussian noise (electronic)
Iterative methods
Optical resolving power
% reductions
2D scanning
Conditional image synthesis
Diffusion model
Down-stream
Hierarchical features
Images synthesis
Resolution techniques
Superresolution
Visual experiences
Asynchronous Functional Brain Network Construction with Spatiotemporal Transformer for MCI Classification
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: PP, 期号: 99
作者:
Jianjia Zhang
;
Xiaotong Wu
;
Xiang Tang
;
Luping Zhou
;
Lei Wang
Adobe PDF(2613Kb)
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收藏
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浏览/下载:175/1
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提交时间:2024/10/28
Brain mapping
Computer aided diagnosis
Computer aided network analysis
Neurodegenerative diseases
Alzheimers disease
Brain networks
Computer-aided
Functional brain network
Functional connectivity
Functionals
Region-of-interest
Regions of interest
Resting-state functional magnetic resonance imaging
Transformer
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: PP, 期号: 99, 页码: 1-1
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:259/1
|
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
ML-DSVM+: A meta-learning based deep SVM+ for computer-aided diagnosis
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 134
作者:
Han, Xiangmin
;
Wang, Jun
;
Ying, Shihui
;
Shi, Jun
;
Shen, Dinggang
Adobe PDF(3405Kb)
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收藏
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浏览/下载:693/0
|
提交时间:2022/10/14
Brain mapping
Classification (of information)
Computer aided diagnosis
Computer aided instruction
Deep neural networks
Electronic data interchange
Knowledge management
Neurodegenerative diseases
Feature representation
Imaging modality
Learning using privileged information
Metalearning
Performance
Single-modal
Support vector machine plus
Support vectors machine
Target domain
Transfer learning
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