ylab/methyl-classification

DNA甲基化组织分类数据集是一个包含16,959个健康初级人类组织和细胞样本的DNA甲基化(DNAm)轮廓的庞大参考图谱，这些样本在Illumina 450K阵列上进行分析。样本涵盖了86种独特的组织类型和细胞类型，并手动映射到UBERON解剖学本体中的一个通用术语集。该数据集旨在作为生物医学领域多标签分类的基线资源，特别是用于组织/细胞类型分类、解卷积和表观遗传生物标志物发现。

The DNA Methylation Tissue Classification Dataset is a vast reference atlas of DNA methylation (DNAm) profiles spanning 16,959 healthy primary human tissue and cell samples profiled on Illumina 450K arrays. The samples cover 86 unique tissues and cell types and are manually mapped to a common set of terms in the UBERON anatomical ontology. This dataset is intended to be used as a baseline resource for multi-label classification in the biomedical domain, particularly for tissue/cell-type classification, deconvolution, and epigenetic biomarker discovery.