AI as growing area for applications in the healthcare sector has its both sides favorably and questionably perceived. Public partnerships and the institutions’ substantial funds provoke high hopes in the technology; however the professionals and the patients still doubt whether the technology is mature enough already or it might endanger the patient health. Challenges in