Supervised Artificial Neural Network with Selective Connection based on Gene Patterns
ANNSCGP proposes a supervised Artificial Neural Network with Selective Connection based on Gene Patterns (ANN-SCGP) model using Omics-data
To start ANNSCGP, you can download Binary package named "ANNSCGP_1.0.0.zip" for Windows or Source package named "ANNSCGP_1.0.0.tar.gz" for Linux and Windows. Next, you can install this zip file in R or Rstudio. You can install it with the following R codes：
install.packages("File path/ANNSCGP_1.0.0.zip", repos = NULL, type = "win.binary")
or
install.packages("File path/ANNSCGP_1.0.0.tar.gz", repos = NULL, type = "source")
then
library(ANNSCGP)
Please download vignettes.pdf or vignettes.html to see how the package is used.
Please cite "Zihang Zeng, Maoling Luo, Yangyi Li et al. Prediction of Radiosensitivity and Radiocurability Using a Novel Supervised Artificial Neural Network. BMC Cancer. 2022"