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Labeled Optical Coherence Tomography (OCT) and Chest X-Ray Images for Classification

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Mendeley Data2018-01-06 更新2026-04-09 收录
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https://data.mendeley.com/datasets/rscbjbr9sj/2
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资源简介:
Dataset of validated OCT and Chest X-Ray images described and analyzed in "Deep learning-based classification and referral of treatable human diseases". The OCT Images are split into a training set and a testing set of independent patients. OCT Images are labeled as (disease)-(randomized patient ID)-(image number by this patient) and split into 4 directories: CNV, DME, DRUSEN, and NORMAL.

本数据集为《基于深度学习的可治疗人类疾病分类与转诊》一文所描述与分析的已验证的光学相干断层扫描(Optical Coherence Tomography, OCT)与胸部X射线(Chest X-Ray)图像数据集。该OCT图像依据独立患者划分为训练集与测试集。OCT图像的命名格式为(疾病)-(随机患者ID)-(该患者的图像编号),并被划分为CNV、DME、DRUSEN与NORMAL四个目录。
创建时间:
2018-01-06
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