Pinned Repositories
CpGs-validation
This is an external validation project aiming at validating all CpGs significantly associated with prognosis and prognostic models based on CpGs reported in existing literature.
Deepsurv_SHAP
This project first used Deepsurv to train a deep learning model based on epigenome-wide DNA methylaiton data, and then use SHAP to rank the importance of input features.
DNA_methylation_panel_identification
This project tried different machine learning methods to identify DNA methylation markers capable of improving the prediction of prognosis among patients with colorectal cancer.
gene_methylation_validation_meta
An external validation and meta-analysis of gene methylation biomarkers in tumor tissue for colorectal cancer prognosis
HIV-prognostic-model-development-and-validation
R code to develop and validate prognostic model for people living with HIV
multimodal_deepsurv
NADCs_meta
A meta analysis estimating the incidence and mortality of non-AIDS-defining cancer in people living with HIV
TanweiY
Config files for my GitHub profile.
TanweiY's Repositories
TanweiY/Deepsurv_SHAP
This project first used Deepsurv to train a deep learning model based on epigenome-wide DNA methylaiton data, and then use SHAP to rank the importance of input features.
TanweiY/NADCs_meta
A meta analysis estimating the incidence and mortality of non-AIDS-defining cancer in people living with HIV
TanweiY/CpGs-validation
This is an external validation project aiming at validating all CpGs significantly associated with prognosis and prognostic models based on CpGs reported in existing literature.
TanweiY/HIV-prognostic-model-development-and-validation
R code to develop and validate prognostic model for people living with HIV
TanweiY/multimodal_deepsurv
TanweiY/DNA_methylation_panel_identification
This project tried different machine learning methods to identify DNA methylation markers capable of improving the prediction of prognosis among patients with colorectal cancer.
TanweiY/gene_methylation_validation_meta
An external validation and meta-analysis of gene methylation biomarkers in tumor tissue for colorectal cancer prognosis
TanweiY/TanweiY
Config files for my GitHub profile.