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科研机构
湖南大学 [6]
湖南中医药大学 [4]
内容类型
期刊论文 [10]
发表日期
2019 [6]
2017 [4]
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Automatic Classification of Retinal Optical Coherence Tomography Images With Layer Guided Convolutional Neural Network
期刊论文
IEEE Signal Processing Letters, 2019, 卷号: Vol.26 No.7, 页码: 1026-1030
作者:
Laifeng Huang
;
Xingxin He
;
Leyuan Fang
;
Hossein Rabbani
;
Xiangdong Chen
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/12/13
Retina
Training
Lesions
Feature extraction
Diseases
Distortion
Image segmentation
Optical coherence tomography (OCT)
convolutional neural network (CNN)
OCT classification
Three-dimensional optical coherence tomography image denoising through multi-input fully-convolutional networks.
期刊论文
Computers in biology and medicine, 2019, 卷号: Vol.108, 页码: 1-8
作者:
Ashkan Abbasi
;
Amirhassan Monadjemi
;
Leyuan Fang
;
Hossein Rabbani
;
Yi Zhang
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/17
Fully convolutional network (FCN)
Image denoising
Multi-input FCN
Optical coherence tomography (OCT)
Three-dimensional optical coherence tomography image denoising through multi-input fully-convolutional networks
期刊论文
Computers in biology and medicine, 2019, 卷号: Vol.108, 页码: 1-8
作者:
Ashkan Abbasi
;
Amirhassan Monadjemi
;
Leyuan Fang
;
Hossein Rabbani
;
Yi Zhang
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/17
Fully convolutional network (FCN)
Multi-input FCN
Image denoising
Optical coherence tomography (OCT)
Three-dimensional optical coherence tomography image denoising through multi-input fully-convolutional networks
期刊论文
Computers in Biology and Medicine, 2019
作者:
Ashkan Abbasi
;
Amirhassan Monadjemi
;
Leyuan Fang
;
Hossein Rabbani
;
Yi Zhang
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2019/12/13
Fully
convolutional
network
(FCN)
Multi-input
FCN
Image
denoising
Optical
coherence
tomography
(OCT)
Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification.
期刊论文
IEEE Transactions on Medical Imaging, 2019, 卷号: 38, 期号: 8, 页码: 1959-1970
作者:
Fang, Leyuan
;
Wang, Chong
;
Li, Shutao
;
Rabbani, Hossein
;
Chen, Xiangdong
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/27
Optical coherence tomography
convolutional neural network
attention network
retinal lesion
image classification
Automatic Classification of Retinal Optical Coherence Tomography Images With Layer Guided Convolutional Neural Network
期刊论文
IEEE Signal Processing Letters, 2019, 卷号: 26, 期号: 7, 页码: 1026-1030
作者:
Huang, Laifeng
;
He, Xingxin
;
Fang, Leyuan*
;
Rabbani, Hossein
;
Chen, Xiangdong
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/27
Optical coherence tomography (OCT)
convolutional neural network (CNN)
OCT classification
Automatic detection and recognition of multiple macular lesions in retinal optical coherence tomography images with multi-instance multilabel learning.
期刊论文
J Biomed Opt, 2017, 卷号: Vol.22 No.6, 页码: 66014
作者:
Fang, Leyuan
;
Yang, Liumao
;
Li, Shutao
;
Rabbani, Hossein
;
Liu, Zhimin
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/31
optical coherence tomography
image processing
automated detection
macular lesions
multiple labels
Automatic classification of retinal three-dimensional optical coherence tomography images using principal component analysis network with composite kernels.
期刊论文
Journal of Biomedical Optics, 2017, 卷号: Vol.22 No.11, 页码: 116011(1-10)
作者:
Fang, Leyuan
;
Wang, Chong
;
Li, Shutao
;
Yan, Jun
;
Chen, Xiangdong
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/31
MACULA lutea
RETINAL degeneration
OPHTHALMOLOGISTS
DIABETIC retinopathy
OPTICAL coherence tomography
Automatic detection and recognition of multiple macular lesions in retinal optical coherence tomography images with multi-instance multilabel learning
期刊论文
Journal of Biomedical Optics, 2017, 卷号: 22, 期号: 6, 页码: 066014-
作者:
Fang, Leyuan
;
Yang, Liumao
;
Li, Shutao*
;
Rabbani, Hossein
;
Liu, Zhimin
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/27
optical coherence tomography
image processing
automated detection
macular lesions
multiple labels
Automatic classification of retinal three-dimensional optical coherence tomography images using principal component analysis network with composite kernels
期刊论文
Journal of Biomedical Optics, 2017, 卷号: 22, 期号: 11, 页码: 116011-
作者:
Fang, Leyuan
;
Wang, Chong
;
Li, Shutao*
;
Yan, Jun
;
Chen, Xiangdong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/27
optical coherence tomography
principal component analysis network
composite kernel
retinal disease
image classification
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