A generative adversarial network model alternative to animal studies for clinical pathology assessment | Nature Communications – Xi Chen, Ruth Roberts, Zhichao Liu & Weida Tong , 2023 Break down of the equation 1. minG and maxD This is essentially the min-max game where the Generator (G) is trying to minimize the loss between the fake synthetic data and the realContinue reading “AnimalGAN Formula Breakdown”
Tag Archives: clinical pathology
Method behind AnimalGAN
A generative adversarial network model alternative to animal studies for clinical pathology assessment | Nature Communications – Xi Chen, Ruth Roberts, Zhichao Liu & Weida Tong , 2023 The source of the data: AnimalGAN was trained using Open TG-GATEs, a large, publicly available toxicology database that stores both: Traditional toxicology data and Toxicogenomic profiles. The data comes from experimentsContinue reading “Method behind AnimalGAN”
