WSI 胶质瘤数据集

本数据集为清华大学与中南大学湘雅医院合作论文「A transformer-based weakly supervised computational pathology method for clinical-grade diagnosis and molecular marker discovery of gliomas」中所用的数据集。论文中用到了 TCGA 公共胶质瘤 WSI 数据集和湘雅胶质瘤 WSI 数据集，TCGA 公共胶质瘤 WSI 数据集可从美国国立卫生研究院的基因组数据共享中心 获取。有关数据集的详细信息（包括样本 ID 和标签）可从 Zenodo 获取；根据管理保护人类受试者隐私的机构要求，出于对患者信息隐私问题的考虑，湘雅胶质瘤 WSI 数据集不对外开放。

This dataset was utilized in the collaborative research paper titled *A transformer-based weakly supervised computational pathology method for clinical-grade diagnosis and molecular marker discovery of gliomas*, co-authored by Tsinghua University and Xiangya Hospital of Central South University. Two glioma whole-slide imaging (WSI) datasets were employed in the paper: the TCGA public glioma WSI dataset and the Xiangya glioma WSI dataset. The TCGA public glioma WSI dataset is available through the Genomic Data Commons (GDC) of the U.S. National Institutes of Health (NIH). Detailed information regarding the datasets, including sample IDs and their corresponding labels, can be accessed via Zenodo. In accordance with institutional requirements for protecting the privacy of human research subjects and taking into account patient privacy concerns, the Xiangya glioma WSI dataset is not publicly accessible.

搜集汇总

背景与挑战

背景概述

该数据集是清华大学与中南大学湘雅医院合作研究中使用的胶质瘤全切片图像（WSI）数据，主要用于临床诊断和分子标志物发现。它包括公开可访问的TCGA胶质瘤WSI数据集和因隐私保护未开放的湘雅医院数据集，支持基于Transformer的AI模型ROAM的开发和应用。