Imaging Lab will provide new answers in four areas that determine the success of clinical trials: selection of patients included in trials, especially inclusion of patients diagnosed at early stages of disease thanks to AI technologies, prediction of response to therapy, measurement of disease progression, and evaluation of the safety of drug candidates. The goal is to optimize development plans, including facilitating Go/No-Go decisions to increase the success rate of clinical trials. This rate is especially low in oncology, generating an average development cost of $2.8 billion to take a new molecule to market, compared with an average of $1 billion per new molecule brought to market for other therapeutic areas 1.