Abstract Background Medical ultrasound education is evolving, embracing various teaching methods such as classical, e-learning, and hands-on approaches. The integration of ultrasound into medical school curricula has highlighted the importance of blended learning, although there is limited literature on specific learning theories and pedagogical concepts. Medical ultrasound learning is unique, requiring psychomotor and technical skills in probe handling, anatomical and clinical knowledge, and co