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Predicting cerebral small vessel disease through retinal scans and demographic data with Bayesian feature selection
会议论文
SPIE MEDICAL IMAGING, San Diego, CA, United states, February 19, 2024 - February 22, 2024
作者:
Changkai Ji
;
Jing Li
;
Changde Du
;
Bin Lv
;
Ning Wu
Adobe PDF(636Kb)
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浏览/下载:304/0
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提交时间:2024/03/17
Cost effectiveness
Diagnosis
Eye protection
Magnetic resonance imaging
Ophthalmology
Population statistics
Bayesian feature selections
Bayesian learning
Cerebral small vessel disease
Demographic data
Ophthalmic examination
Retinal scans
Scan data
Sparse bayesian
Sparse bayesian learning
Tomography imaging
Reconstruction-Driven Dynamic Refinement Based Unsupervised Domain Adaptation for Joint Optic Disc and Cup Segmentation
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 卷号: 27, 期号: 7, 页码: 1-12
作者:
Chen, Ziyang
;
Pan, Yongsheng
;
Xia, Yong
Adobe PDF(1966Kb)
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浏览/下载:594/206
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提交时间:2023/05/06
Deep learning
Diagnosis
Edge detection
Image reconstruction
Image representation
Image segmentation
Ophthalmology
Cup segmentations
Domain adaptation
Domain adaptions
Dynamic convolution
Fundus image
Joint optic disk and optic cup segmentation
Low-level features
Optic cups
Optic disks
Unsupervised domain adaption
MEMORY-ASSISTED DUAL-END ADAPTATION NETWORK FOR CHOROID SEGMENTATION IN MULTI-DOMAIN OPTICAL COHERENCE TOMOGRAPHY
会议论文
2021 IEEE 18TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), Nice, France, April 13, 2021 - April 16, 2021
作者:
Chai, Zhenjie
;
Yang, Jianlong
;
Zhou, Kang
;
Chen, Zhi
;
Zhao, Yitian
Adobe PDF(183Kb)
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浏览/下载:453/1
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提交时间:2021/06/09
Deep learning
Diagnosis
Manufacture
Medical imaging
Ophthalmology
Tomography
Accurate measurement
Domain adaptation
Generalization capability
Input and outputs
Memory modules
Multi domains
Ocular disease
Universality problem
Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Glasgow, United kingdom, August 23, 2020 - August 28, 2020
作者:
Zhou, Kang
;
Xiao, Yuting
;
Yang, Jianlong
;
Cheng, Jun
;
Liu, Wen
Adobe PDF(5855Kb)
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浏览/下载:239/0
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提交时间:2022/12/09
Image texture
Image reconstruction
Deep neural networks
Anomaly detection
Image analysis
Optical tomography
Pattern recognition
Blood vessels
Medical imaging
Ophthalmology
Encoding structure
Healthy subjects
Real-world image
Reconstructed image
Regular structure
Structure difference
Structure features
Texture information
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