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DPF-Net: A Dual-Path Progressive Fusion Network for Retinal Vessel Segmentation
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 卷号: 72, 页码: 17
作者:
Li, Jianyong
;
Gao, Ge
;
Yang, Lei
;
Bian, Guibin
;
Liu, Yanhong
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Feature extraction
Image segmentation
Retinal vessels
Biomedical imaging
Blood vessels
Convolutional neural networks
Task analysis
Deep network
progressive fusion strategy
retinal vessel segmentation
semantic segmentation
U-shape network
Application of Adaptive Optics in Ophthalmology
期刊论文
PHOTONICS, 2022, 卷号: 9, 期号: 5
作者:
Liu, Lixin
;
Wu, Zhaoqing
;
Qi, Meijie
;
Li, Yanru
;
Zhang, Meiling
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2022/06/29
adaptive optics
wavefront aberration
retinal imaging
fundus camera
scanning laser ophthalmoscope
optical coherence tomography
MinimalGAN: diverse medical image synthesis for data augmentation using minimal training data
期刊论文
APPLIED INTELLIGENCE, 2022
作者:
Zhang, Yipeng
;
Wang, Quan
;
Hu, Bingliang
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/07/12
Image generation
Data augmentation
Image segmentation
Medical imaging
Glaucoma Detection with Retinal Fundus Images Using Segmentation and Classification
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 6, 页码: 563-580
作者:
Thisara Shyamalee, Dulani Meedeniya
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  |  
浏览/下载:3/0
  |  
提交时间:2022/12/01
Attention U-Net
segmentation
classification
Inception-v3
visual geometry group 19 (VGG19)
residual neural network 50 (ResNet50)
glaucoma
fundus images
A hybrid deep segmentation network for fundus vessels via deep-learning framework & nbsp;
期刊论文
NEUROCOMPUTING, 2021, 卷号: 448, 页码: 168-178
作者:
Yang, Lei
;
Wang, Huaixin
;
Zeng, Qingshan
;
Liu, Yanhong
;
Bian, Guibin
收藏
  |  
浏览/下载:91/0
  |  
提交时间:2021/08/15
Image segmentation
Fundus vessels
U-net network
Multitask segmentation network
Fusion network
Robust Collaborative Learning of Patch-Level and Image-Level Annotations for Diabetic Retinopathy Grading From Fundus Image
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 11
作者:
Yang, Yehui
;
Shang, Fangxin
;
Wu, Binghong
;
Yang, Dalu
;
Wang, Lei
收藏
  |  
浏览/下载:29/0
  |  
提交时间:2022/01/27
Lesions
Annotations
Generators
Feature extraction
Image segmentation
Retinopathy
Diabetes
Collaborative learning
convolutional neural networks (CNNs)
diabetic retinopathy (DR)
fundus image
Small sample color fundus image quality assessment based on gcforest
期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 卷号: 80, 期号: 11, 页码: 17441-17459
作者:
Liu, Hao
;
Zhang, Ning
;
Jin, Shangang
;
Xu, Dayou
;
Gao, Weizhe
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2021/10/14
Color fundus image
Quality assessment
Small sample
Gcforest
Re-sampling
CSU-Net: A Context Spatial U-Net for Accurate Blood Vessel Segmentation in Fundus Images
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 卷号: 25, 期号: 4, 页码: 1128-1138
作者:
Bo,Wang
;
Shengpei,Wang
;
Shuang,Qiu
;
Wei,Wei
;
Haibao,Wang
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2021/06/21
Fundus images
blood vessel segmentation
CSU-Net
feature fusion
structure loss
A method for the automatic detection of myopia in Optos fundus images based on deep learning
期刊论文
International Journal for Numerical Methods in Biomedical Engineering, 2021, 卷号: 37, 期号: 6, 页码: 1-15
作者:
Shi, Zhengjin
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2021/05/10
convolutional neural network
deep learning
image processing
myopia
optometry
Optos fundus image
Retinal Vascular Network Topology Reconstruction and Artery/Vein Classification via Dominant Set Clustering
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2020, 卷号: 39, 期号: 2, 页码: 341-356
作者:
Zhao, Yitian
;
Liu, Yonghuai
;
Xie, Jianyang
;
Zhang, Huaizhong
;
Zheng, Yalin
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2020/12/16
VESSEL SEGMENTATION
VEIN CLASSIFICATION
BLOOD-VESSELS
IMAGES
ARTERIES
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