The demarcation between research and medical practice appears partly blurred as they often coexist together while still having significant differences between them. The prospective complete merger still seems to have a bright future that could benefit humankind. The goal of medical practice is to provide the diagnosis, palliative or curative therapy, preventative therapy and the term "research" is recognized as a pursuit to investigate a hypothesis and pull conclusions to develop the theory or contribute to generalizable knowledge. A clinical trial is usually described as a clinical research study protocol with certain objectives and steps to accomplish those objectives. Integrating evidence-based medicine in medical practice requires combining patient-targeted treatment and research and overcoming all possible methodological, organizational, and cultural challenges while integrating the teaching healthcare system.