nafy123/xray-dataset-small
收藏Hugging Face2026-04-27 更新2026-05-03 收录
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https://hf-mirror.com/datasets/nafy123/xray-dataset-small
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资源简介:
这是一个医学影像数据集,包含胸部X光图像,用于多标签分类任务。数据集包括260个样本,分为训练集(200个样本)、验证集(30个样本)和测试集(30个样本)。每个样本由一个图像特征和14个医学标签组成,标签包括Atelectasis(肺不张)、Cardiomegaly(心脏肥大)、Effusion(胸腔积液)、Infiltration(浸润)、Mass(肿块)、Nodule(结节)、Pneumonia(肺炎)、Pneumothorax(气胸)、Consolidation(实变)、Edema(水肿)、Emphysema(肺气肿)、Fibrosis(纤维化)、Pleural_Thickening(胸膜增厚)和Hernia(疝气)。这些标签以int64类型表示,可能指示疾病的存在与否(例如0或1)。数据集总大小为约8.14 MB,适用于医学图像分析和疾病检测研究。
This is a medical imaging dataset containing chest X-ray images for multi-label classification tasks. The dataset includes 260 samples, divided into a training set (200 samples), a validation set (30 samples), and a test set (30 samples). Each sample consists of an image feature and 14 medical labels, including Atelectasis, Cardiomegaly, Effusion, Infiltration, Mass, Nodule, Pneumonia, Pneumothorax, Consolidation, Edema, Emphysema, Fibrosis, Pleural_Thickening, and Hernia. These labels are represented as int64, likely indicating the presence or absence of diseases (e.g., 0 or 1). The total dataset size is approximately 8.14 MB, suitable for medical image analysis and disease detection research.
提供机构:
nafy123



