RWD

Randomized clinical trials are the gold standard of evidence to support decision-making and the development of clinical practice recommendations. Yet, by design, they typically assess a drug’s safety and efficacy on a narrow patient population with pre-defined treatment strategies and over a short time horizon. Real-world data (RWD)-based simulations allow us to extend the insights already ...

There has been an immense improvement of theory and algorithms in recent times leading to enhancement in computation power. Also, online data availability was never easier than now. As a result, machine learning techniques have become more popular in solving real world problems. There are a number of machine learning techniques available now for continuous as well as categorical target events. K ...