TCGA-UT

该数据集名为TCGA-UT，提供了来自癌症基因组图谱（The Cancer Genome Atlas，简称TCGA）中32种不同癌症类型的历史病理肿瘤斑块，并附有各种元数据字段。该数据集包含了如组织来源、种族、性别和年龄等元数据，样本大小和元数据分布表现出显著异质性。规模上，该数据集包含了8,726个患者级别的记录和271,710个图像斑块。其任务涉及病理图像生成和肿瘤分类。

The dataset named TCGA-UT provides historical pathological tumor patches from 32 distinct cancer types within The Cancer Genome Atlas (TCGA), accompanied by various metadata fields. This dataset includes metadata such as tissue origin, race, gender, and age, with significant heterogeneity observed in sample sizes and metadata distributions. In terms of scale, it contains 8,726 patient-level records and 271,710 image patches. Its associated tasks involve pathological image generation and tumor classification.

搜集汇总

背景与挑战

背景概述

TCGA-UT数据集来自癌症基因组图谱，包含32种癌症类型的271,710个病理图像斑块和8,726条患者记录，具有丰富的元数据信息，适用于病理图像生成和肿瘤分类研究。