Interdisciplinary talent development holds significant importance for both the nation and its people and is a necessary requirement for the construction of new medical sciences. The authors and their team, responding to the needs of the times, have explored interdisciplinary talent cultivation in intelligent science and technology at a prestigious medical university. Their efforts include developing pathways, creating courses, authoring textbooks, building faculty teams, identifying challenges, and innovating management. The results demonstrate that interdisciplinary training in medical and artificial intelligence represents an innovative attempt in talent development, and it requires constant reflection and refinement through exploration. This paper summarizes the efforts in interdisciplinary talent cultivation in intelligent science and technology, aiming to contribute insights, share lessons, and promote progress in interdisciplinary talent development.