DISMIR: Deep learning-based noninvasive cancer detection by integrating DNA sequence and methylation information of individual cell-free DNA reads

DISMIR：通过整合个体cfDNA读段的DNA序列和甲基化信息进行基于深度学习的非侵入性癌症检测.

MethylBERT enables read-level DNA methylation pattern identification and tumour deconvolution using a Transformer-based model

MethylBERT通过基于Transformer的模型实现了read水平的DNA甲基化模式识别和肿瘤解卷积.

MethylQUEEN: A Methylation Encoded DNA Foundation Model

MethylQUEEN: 甲基化编码DNA基础模型.

scWGBS-GPT: A Foundation Model for Capturing Long-Range CpG Dependencies in Single-Cell Whole-Genome Bisulfite Sequencing to Enhance Epigenetic Analysis

scWGBS-GPT: 用于捕获单细胞全基因组亚硫酸氢盐测序中长程 CpG 依赖关系以增强表观遗传分析的预训练模型.

CpGPT: a Foundation Model for DNA Methylation

CpGPT: DNA甲基化基础模型.

MethylGPT: a foundation model for the DNA methylome

MethylGPT: DNA甲基化组基础模型.