The University of California San Francisco Brain Metastases Stereotactic Radiosurgery (UCSF-BMSR) dataset is a public, clinical, multimodal brain MRI dataset consisting of 560 brain MRIs from 412 patients with expert annotations of 5136 brain metastases. Data consists of registered and skull stripped T1 post-contrast, T1 pre-contrast, FLAIR and subtraction (T1 pre-contrast - T1 post-contrast) images and voxelwise segmentations of enhancing brain metastases in NifTI format. The dataset also includes patient demographics, surgical status and primary cancer types. The UCSF-BSMR has been made publicly available in the hopes that researchers will use these data to push the boundaries of AI applications for brain metastases.
翻译:该数据集是由加州大学旧金山分校提供的一个公开的多模态脑部磁共振成像(MRI)数据集,包含560例经验注释过的脑MRI,涵盖了412名患者的5136个脑转移病灶。该数据集包括了经过配准和去骨架化的T1增强、T1未增强、FLAIR及扣除(T1未增强-T1增强)图像,以及NifTI格式的增强脑转移病灶的体素级分割数据。此外,该数据集还包括患者的人口统计学信息、手术状况和原发癌类型。UCSF-BMSR数据集的目的是为了鼓励AI技术在脑转移方面的应用研究。