Breast Cancer Samples
收藏arXiv2025-09-30 收录
下载链接:
https://github.com/mahmoodlab/MADELEINE
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资源简介:
该数据集包含了使用多种标记物染色的H&E吉咖像素全切片图像(WSIs),用于在切片表示学习领域训练模型。此外,该数据集还应用于包括形态学和分子分类在内的多种下游评估任务。该数据集规模涵盖五个染色类型的4,211张全切片图像。相关任务包括切片表示学习、小样本分类、分子亚型分类以及生存预测。
This dataset contains gigapixel whole slide images (WSIs) stained with multiple markers including H&E, and is intended for model training in the field of slide representation learning. Furthermore, this dataset has been applied to diverse downstream evaluation tasks, including morphological and molecular classification. In total, this dataset includes 4,211 whole slide images across five staining types. Associated tasks include slide representation learning, few-shot classification, molecular subtyping, and survival prediction.
提供机构:
Multiple medical centers



