AnimalGAN Formula Breakdown

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”

AnimalGAN Can Reduce Animal Testing

A generative adversarial network model alternative to animal studies for clinical pathology assessment – X Chen, R Roberts, Z Liu, W Tong, 2023 Can AI Replace Animal Testing? Animal studies are still the default. Animal studies have long been the backbone of drug and chemical safety testing. They give researchers rich, multi-layered data with parametersContinue reading “AnimalGAN Can Reduce Animal Testing”