用于癌症检测的血细胞影像

1. 简介该血细胞影像数据集专为癌症检测设计，聚焦白血病检测，包含 5000 张标准化条件下捕捉的高分辨率血涂片显微图像；图像重点呈现正常和异常血细胞（含髓鞘母细胞、淋巴母细胞及多种正常细胞），经专家血液病理学家验证，每类细胞对应 1000 张图像，结构化组织且附带详尽文档，支持血癌诊断的研究与临床应用1. Introduction This blood cell imaging dataset is designed for cancer detection, with a primary focus on leukemia detection. It contains 5,000 high-resolution blood smear microscopic images captured under standardized acquisition conditions. The images primarily display normal and abnormal blood cells, including myeloblasts, lymphoblasts, and various normal blood cell types. All images have been verified by expert hematopathologists, with 1,000 images corresponding to each cell category. The dataset is structurally organized and accompanied by detailed documentation, supporting research and clinical applications for blood cancer diagnosis.

搜集汇总

背景与挑战

背景概述

该数据集是一个专注于白血病检测的血细胞影像集合，包含5000张高分辨率血涂片显微图像，涵盖正常和异常细胞类型，每类细胞有1000张图像，并经专家验证。它适用于计算机视觉和医学图像分析，支持细胞分类、疾病监测等临床应用和机器学习研究，文件为.jpg格式并附带注释文档。