数据资源histopathology whole-slide imagesdigital pathology whole-slide image datasetCAMELYON17 challenge dataset; see Grand Challenge page申请访问 CAMELYON17 组织病理淋巴结转移数据集
CAMELYON17 is a digital pathology dataset for detecting breast cancer metastases in lymph node whole-slide images across multiple centers. It supports pathology classification, metastasis detection, weakly supervised learning, and domain generalization in histopathology AI.
数据资源structured critical care EHR tablesmulticenter ICU EHR datasetMulticenter ICU database; version 2.0申请访问 eICU 协作研究数据库
The eICU Collaborative Research Database is a multicenter critical care database containing deidentified ICU data from many hospitals. It is commonly used for external validation, ICU outcome prediction, temporal modeling, and cross-site generalization studies in clinical AI.
数据资源CT/MRI分割基准10 segmentation tasks开放访问 Medical Segmentation Decathlon 医学分割十项全能
Legacy multi-task biomedical image segmentation benchmark retained as a reference; newer segmentation benchmarks are listed above it.