OCT影像分類1：相關論文統計

haimianjie2012發表於2019-02-27
檔名 論文名 頁數 引用數 年限 期刊 期刊概述 方法概述
11 Classification of SD-OCT volumes with multi pyramids, LBP and HOG
descriptors: application to DME detections		 4 4 2016 38th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 　 對OCT圖片分類,判斷是否患有糖尿性黃斑水腫;
12_nihms-508161 Quantitative Classification of Eyes with and without Intermediate
Age-related Macular Degeneration Using Optical Coherence
Tomography		 18 38 2013 Ophthalmology 　 利用4種疾病指標將OCT影像分類為AMD或正常: 包括視網膜總體積、色素上皮-德魯森複合體體積、異常色素上皮-德魯森複合體體積和變薄體積。
13_3568 Fully automated detection of diabetic macular
edema and dry age-related macular
degeneration from optical coherence
tomography images		 10 23 2014 Biomedical Optics Express 　 以定向梯度解算器的多尺度直方圖作為支援向量機的特徵向量進行分類，OCT影像分為三類：AMD、DME或Normal
14_nihms307611 Automated macular pathology diagnosis in retinal OCT images using multi-scale spatial pyramid and local binary patterns in texture and shape encoding 36 47 2011 Medical Image Analysis 　 採用機器學習的方法，利用紋理和形狀編碼的多尺度空間金字塔和區域性二值模式，自動檢測視網膜OCT影像中的黃斑病變。
15_deepmind論文眼底圖分類 Development and validation of a deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs 　 　 　 　 　 深度學習分類眼底圖
16_1-s2.0-S2468653016301749-main Deep Learning Is Effective for Classifying
Normal versus Age-Related Macular
Degeneration OCT Images		 6 10 2016 Ophthalmology Retina 　 　
17_07493240 Detection of age-related macular degeneration via deep learning 5 8 2016 IEEE International Symposium on Biomedical Imaging 　 　
18_579 Transfer learning based classification of
optical coherence tomography images with
diabetic macular edema and dry age-related
macular degeneration		 14 3 2017 Biomedical Optics Express 3.482，SCI三區 　
19_i1552-5783-57-13-5200 Improved Automated Detection of Diabetic Retinopathy
on a Publicly Available Dataset Through Integration of
Deep Learning		 7 20 2016 Investigative Opthalmology & Visual Science SCI,3.303 深度學習分類眼底圖
12938_2017_Article_352 Machine learning techniques
for diabetic macular edema (DME) classification
on SD‑OCT images		 12 1 2017 BioMedical Engineering OnLine 　 　
6556778 SVM-BASED TEXTURE CLASSIFICATION IN OPTICAL COHERENCE TOMOGRAPHY 4 15 2013/4/1 Biomedical Imaging (ISBI), 2013 IEEE 10th International Symposium on 　 　
7017441 Automated Classification between Age-related
Macular Degeneration and Diabetic Macular Edema
in OCT Image Using Image Segmentation		 4 　 2014 The 2014 Biomedical Engineering International Conference (BMEiCON-2014) 　 　
54823078 Classification of SD-OCT Volumes for DME Detection:
An Anomaly Detection Approach		 7 5 2016/3/24 Medical Imaging 2016: Computer-Aided Diagnosis 　 　
54824048 Classification of SD-OCT Volumes using Local Binary
Patterns: Experimental Validation for DME Detection		 28 4 2016 Journal of Ophthalmology 　 　
Alsaih2017_Article_MachineLearningTechniquesForDi Machine learning techniques
for diabetic macular edema (DME) classification
on SD‑OCT images		 12 1 2017 BioMedical Engineering OnLine 　 　
Baroni2007_Chapter_TextureClassificationOfRetinal Texture Classification of Retinal Layers in Optical Coherence Tomography 4 21 2007 　 　 　
journal.pone.0198281 Classification of healthy and diseased retina
using SD-OCT imaging and Random Forest
algorithm		 17 　 2017 PLOS ONE SCI3區，2.76 　

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