A large multi-focus dataset for white blood cell classification
This dataset is a large-scale medical image dataset for white blood cell classification, containing multi-focus images of white blood cells. The data is provided in a ZIP file, with JPEG format images and two CSV files (labels.csv and slide_number.csv) in the root directory, storing labels and slide numbers respectively. Additionally, the dataset includes a 'validation' folder for reproducing the results in the technical validation section of the associated paper. The dataset is derived from publicly available medical image collections and is primarily used for computer-aided diagnosis of white blood cell disorders, medical image analysis, and machine learning model training.
基本信息
About
This dataset is a large-scale medical image dataset for white blood cell classification, containing multi-focus images of white blood cells. The data is provided in a ZIP file, with JPEG format images and two CSV files (labels.csv and slide_number.csv) in the root directory, storing labels and slide numbers respectively. Additionally, the dataset includes a 'validation' folder for reproducing the results in the technical validation section of the associated paper. The dataset is derived from publicly available medical image collections and is primarily used for computer-aided diagnosis of white blood cell disorders, medical image analysis, and machine learning model training.
https://springernature.figshare.com/articles/dataset/A_large_multi-focus_dataset_for_white_blood_cell_classification/26781052/1
下载信息
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使用方式
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数据说明
该数据集是一个用于白细胞分类的大型医学图像数据集，包含多焦点拍摄的白细胞图像。数据以ZIP文件形式提供，根目录下包含JPEG格式的图像文件以及两个CSV文件（labels.csv和slide_number.csv），分别存储标签和玻片编号信息。此外，数据集还包含一个“validation”文件夹，可用于复现论文技术验证部分的结果。该数据集来源于公开的医学图像采集，主要应用于白细胞疾病的计算机辅助诊断、医学图像分析及机器学习模型训练等研究方向。
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