Application of machine learning in drug side effect prediction: databases, methods and challenges

Understanding and preventing drug side effects holds a profound influence on drug development and utilization, profoundly impacting patients' physical and mental well-being. Traditional artificial drug experimentation methods are not only expensive but also time-consuming, rendering comprehensive testing a challenging task.