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Kidney Pathology Image Segmentation Dataset

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arXiv2025-09-30 收录
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该数据集整合了慢性肾病(CKD)的预临床大鼠模型,包含了超过60张经过PAS染色的全切片图像中的10,000多个标记肾小球。该数据集旨在评估肾脏病理学的分割方法,任务重点在于处理斑块级别和全切片图像数据的分割。规模上,已标记的肾小球数量超过10,000个,任务包括斑块级别的分割以及全切片图像的分割和检测。

This dataset integrates preclinical rat models of chronic kidney disease (CKD), and contains over 10,000 annotated glomeruli from more than 60 PAS-stained whole-slide images (WSIs). It is designed to evaluate segmentation methods for renal pathology, with the primary tasks focusing on segmentation of patch-level and whole-slide image data. In terms of dataset scale, the number of annotated glomeruli exceeds 10,000, and the tasks include patch-level segmentation, as well as segmentation and detection of whole-slide images.
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