2024-12-07 Black box medicine refers to the use of advanced algorithms and machine learning techniques in healthcare to analyze complex medical data and make predictions or recommendations. This approach is often termed a 'black box' because the decision-making process of these algorithms is not always transparent to users, healthcare providers, or even the developers themselves.