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生物医学工程学院 [7]
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Manifold-valued models for analysis of EEG time series data
期刊论文
COMPUTATIONAL STATISTICS AND DATA ANALYSIS, 2025, 卷号: 209
作者:
Ding, Tao
;
Nye, Tom M.W.
;
Wang, Yujiang
Adobe PDF(4588Kb)
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收藏
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浏览/下载:24/1
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提交时间:2025/04/11
Electrocardiography
Gaussian noise (electronic)
Matrix algebra
Maximum likelihood estimation
Time series
Time series analysis
Vector spaces
Auto-regressive
Brain electrical activity
Clinical tools
Covariance matrices
Mean-reversion
Modeling results
Neuroscience
Riemannian manifold
Time-series data
Times series
A Progressive Single-Modality to Multi-modality Classification Framework for Alzheimer’s Disease Sub-type Diagnosis
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 10, 2024 - October 10, 2024
作者:
Liu, Yuxiao
;
Liu, Mianxin
;
Zhang, Yuanwang
;
Sun, Kaicong
;
Shen, Dinggang
收藏
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浏览/下载:94/0
|
提交时间:2025/01/10
Adversarial machine learning
Contrastive Learning
Cost benefit analysis
Data acquisition
Diagnosis
Large datasets
Alzheimer
Alzheimer’s disease
Clinical guideline
Explanation analyze
High costs
Multi-modality
Multi-modality fusion
Multi-stage framework
Multi-stages
Multiple modalities
DHSampling: Diversity-Based Hyperedge Sampling in GNN Learning with Application to Medical Imaging Classification
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:
Liu, Jiameng
;
Pala, Furkan
;
Rekik, Islem
;
Shen, Dinggang
Adobe PDF(1654Kb)
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浏览/下载:214/3
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提交时间:2024/11/29
Adversarial machine learning
Contrastive Learning
Graph embeddings
Graph neural networks
Network embeddings
Network theory (graphs)
Clinical data
Diversity-based sampling
Efficient graph neural network learning
Embeddings
Graph neural networks
Hyperedges
Large-scales
Neural network learning
Subgraphs
Topology and embedding diversity
IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity
会议论文
2024 ASSOCIATION FOR THE ADVANCEMENT OF ARTIFICIAL INTELLIGENCE, Vancouver, BC, Canada, February 20, 2024 - February 27, 2024
作者:
Wang WJ(王雯婕)
;
Pengfei Tang
Adobe PDF(2822Kb)
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收藏
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浏览/下载:362/2
|
提交时间:2024/03/21
Deep learning
Economic and social effects
eHealth
Hospital data processing
Learning systems
Privacy-preserving techniques
Records management
Clinical research
Downstream applications
Electronic health
Health records
Machine-learning
Missing values
Outcome prediction
Personalizations
Privacy preserving
Synthesization
A Modality-Flexible Framework for Alzheimer's Disease Diagnosis Following Clinical Routine
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2024, 卷号: PP, 期号: 99, 页码: 535-546
作者:
Yuanwang Zhang
;
Kaicong Sun
;
Yuxiao Liu
;
Fang Xie
;
Qihao Guo
Adobe PDF(2076Kb)
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收藏
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浏览/下载:183/0
|
提交时间:2024/10/08
Data fusion
Diagnosis
Diffusion tensor imaging
Image coding
Alzheimer disease diagnose
Alzheimers disease
Clinical routine
Disease diagnosis
Imaging and non-imaging data
Imaging data
Multi-modal fusion
Non-imaging
Tabular data
Transformer
Integrating Eye Tracking with Grouped Fusion Networks for Semantic Segmentation on Mammogram Images
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: PP, 期号: 99, 页码: 868-879
作者:
Jiaming Xie
;
Qing Zhang
;
Zhiming Cui
;
Chong Ma
;
Yan Zhou
Adobe PDF(4281Kb)
|
收藏
|
浏览/下载:212/7
|
提交时间:2024/09/30
Deep neural networks
Mammography
Clinical data
Computer-aided
Eye-tracking
High quality
Mammogram images
Medical data
Medical image segmentation
Neural-networks
Performance
Semantic segmentation
A Generative Network with Dual-Domain Discriminators for Low-Dose Stationary Sources CT Imaging
会议论文
ACM INTERNATIONAL CONFERENCE PROCEEDING SERIES, Kyoto, Japan, November 9, 2023 - November 12, 2023
作者:
Bai, Xiao
;
Cheng, Ying
;
Chen, Linjie
;
Yang, Shuo
;
Wang, Huamin
Adobe PDF(478Kb)
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收藏
|
浏览/下载:154/12
|
提交时间:2024/06/07
Clinical research
Computerized tomography
Data acquisition
Deep learning
Discriminators
Medical imaging
Deep learning
Dose computed tomographies
Dual domain
Images reconstruction
Loss functions
Low dose
Low-dose computed tomography
Stationary sources
Tomography imaging
Tomography system
TMM-Nets: Transferred Multi- to Mono-Modal Generation for Lupus Retinopathy Diagnosis
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023, 卷号: 42, 期号: 4, 页码: 1083-1094
作者:
Liu, Ruhan
;
Wang, Tianqin
;
Li, Huating
;
Zhang, Ping
;
Li, Jing
Adobe PDF(4663Kb)
|
收藏
|
浏览/下载:287/0
|
提交时间:2023/04/28
Clinical research
Diseases
Eye protection
Image enhancement
Learning systems
Medical imaging
Modal analysis
Biomedical imaging
Generating adversarial training
Images synthesis
Lesion
Lupus retinopathy
Multi-modal data
Retinopathy
Transfer learning
Unmatched multi-modal data
UWF-FFA
UWF-FP
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)
|
收藏
|
浏览/下载:1023/129
|
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
A Preclinical System Prototype for Focused Microwave Breast Hyperthermia Guided by Compressive Thermoacoustic Tomography
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2021, 卷号: 68, 期号: 7, 页码: 2289-2300
作者:
Jianian Li
;
Baosheng Wang
;
Dajun Zhang
;
Chenzhe Li
;
Yihui Zhu
Adobe PDF(4431Kb)
|
收藏
|
浏览/下载:523/6
|
提交时间:2021/07/16
LASER-INDUCED THERMOTHERAPY
RADIOFREQUENCY ABLATION
RADIATION-THERAPY
DIELECTRIC-PROPERTIES
THERMAL ABLATION
LARGE-SCALE
CANCER
RECONSTRUCTION
CHEMOTHERAPY
IMPACT
Air navigation
Antenna arrays
Cost effectiveness
Data acquisition
Hyperthermia therapy
Microwaves
Photoacoustic effect
Thermoacoustics
Tomography
Tumors
Ultrasonic applications
Ultrasonic transducers
Clinical translation
Cost effective treatments
Data acquisition modules
Experimental validations
Phased antenna arrays
Practical platforms
Thermoacoustic tomography
Ultrasound transducer arrays
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