Medical research is essential to the progress of care and must therefore be the fastest possible. However, it is twice as slow in France than the world average. Indeed, there is no tool for healthcare professionals to easily and quickly detect patients eligible for clinical trials. In order to address this public health issue and To enable each patient to benefit from timely treatment, we develop ScreenME: the first tool for health professionals to detect instantly patients eligible for clinical trials by automatically crossing the eligibility criteria with computerized patient records, securely and confidentially.