对比学习的损失动力学(InfoNCE Loss Dynamics)

InfoNCE Loss Dynamics.

DeepSF-4mC: A deep learning model for predicting DNA cytosine 4mC methylation sites leveraging sequence features

DeepSF-4mC：利用序列特征预测DNA胞嘧啶4mC甲基化位点的深度学习模型.

cfMethylPre: deep transfer learning enhances cancer detection based on circulating cell-free DNA methylation profiling

cfMethylPre：深度迁移学习增强基于循环cfDNA甲基化谱的癌症检测.

MethPriorGCN: a deep learning tool for inferring DNA methylation prior knowledge and guiding personalized medicine

MethPriorGCN：推理DNA甲基化先验知识和引导个性化医疗的深度学习工具.

Methyl-GP: accurate generic DNA methylation prediction based on a language model and representation learning

Methyl-GP：基于语言模型和表示学习的准确通用DNA甲基化预测.

MuLan-Methyl—multiple transformer-based language models for accurate DNA methylation prediction

MuLan-Methyl：准确DNA甲基化预测的多Transformer语言模型.