CoronaHack -Chest X-Ray-Dataset CoronaHack-胸部X射线数据集

电晕-COVID19病毒影响健康个体的呼吸系统，胸部X射线是识别电晕病毒的重要成像方法之一。使用Chest X-Ray数据集，开发一个机器学习模型以对健康与肺炎（Corona）受影响的患者的X射线进行分类，并且该模型为AI应用程序提供了动力，使其可以更快地测试Corona病毒。

Coronavirus disease 2019 (COVID-19) infects the respiratory system of healthy individuals, and chest X-ray imaging is one of the pivotal diagnostic methods for identifying the virus. Leveraging the Chest X-Ray dataset, a machine learning model was developed to classify chest X-ray images of patients who are either healthy or affected by coronavirus-induced pneumonia. This model empowers AI applications to enable faster coronavirus testing.

搜集汇总

背景与挑战

背景概述

该数据集为CoronaHack胸部X射线数据集，包含健康个体与肺炎（Corona）感染患者的胸部X射线图像，用于开发机器学习模型以分类这两类X射线，从而支持AI应用加速Corona病毒检测。数据涵盖其他呼吸系统疾病类别如SARS和ARDS，图像标签信息可通过元数据文件获取。