The article presents the authors' views on applications of machine learning in medicine care. It is commented that the applications of machine learning in medicine have been groundbreaking, especially in imaging. It is stated that image recognition algorithms have discovered new tumor features relevant to prognosis, contributing to new knowledge in pathology.