GSE42830

该数据集包括了本研究中诊断出患有各种肺部疾病的患者，如肺结核、结节病、肺炎和肺癌，同时也包含了健康对照组。大多数肺结核患者是从位于伦敦的皇家自由医院NHS基金会信托招募的。此外，数据集排除了那些有重大病史或在特定条件下的样本。本研究的任务是进行二元分类，以预测肺癌。

This dataset comprises patients diagnosed with various pulmonary diseases (including tuberculosis, sarcoidosis, pneumonia, and lung cancer) enrolled in this study, as well as healthy control participants. The majority of tuberculosis patients were recruited from the Royal Free Hospital NHS Foundation Trust in London. Furthermore, the dataset excludes samples from participants with significant pre-existing medical conditions or those meeting specific exclusion criteria. The primary task of this study is binary classification for lung cancer prediction.