nirschl-lab/nirschl_et_al_2018

该数据集用于从心脏组织病理学图像中分类临床慢性心力衰竭。它包括患者年龄、性别、机构以及心力衰竭、心脏组织病理学和无慢性心力衰竭的标签。数据集结构包括数据实例，包含图像ID、图像、标签和各种元数据字段。数据分为训练集、验证集和测试集。数据集由jnirschl和lozanoe为BRAVURA基准进行整理和扩展。如果用户在研究中使用此数据集，则应引用原始论文和BRAVURA基准论文。

The dataset is used for classifying clinical chronic heart failure from cardiac histopathology images. It includes metadata such as patient age, sex, institution, and labels for heart failure, heart tissue pathology, and not chronic heart failure. The dataset is structured with data instances containing image IDs, images, labels, and various metadata fields. The data is split into train, validation, and test sets. The dataset was curated and extended by jnirschl and lozanoe for the BRAVURA benchmark. Users are encouraged to cite both the original paper and the BRAVURA benchmark paper if they use the dataset in their research.