WebSoftware tool to transfer learning based deep neural network to impute missing gene expression data from DNA methylation data. WebAll differences were statistically significant (paired t-test, P-value < 0.05) between TDimpute and other methods. TDimpute had the best results in all comparisons. Open in new tab …

GitHub - yuedongyang/TDimpute

WebJul 1, 2024 · Conclusions TDimpute is an effective method for RNA-seq imputation with limited training samples. Imputation accuracy of each imputation method. Results were … WebTDimpute is designed to impute missing gene expression data from DNA methylation data by using transfer learning based neural network. The preprint paper could be found at … business telecoms provider

Imputing - definition of imputing by The Free Dictionary

WebHere, we have developed a novel method to impute missing gene expression data from DNA methylation data through transfer learning-based neural network, namely TDimpute. In the method, the pan-cancer dataset from The Cancer Genome Atlas (TCGA) was utilized for training a general model, which was then fine-tuned on the specific cancer dataset. Webimputing missing gene expression data. Contribute to zhoux85/TDimpute development by creating an account on GitHub. WebHere, we have developed a novel method to impute missing gene expression data from DNA methylation data through a transfer learning–based neural network, namely, TDimpute. In the method, the pan-cancer dataset from The Cancer Genome Atlas (TCGA) was utilized for training a general model, which was then fine-tuned on the specific … business telegraph