This project investigates the human-Artificial Intelligence (AI) interaction review for Machine Learning (ML) applications to inform how to best combine both human domain expertise and computational power of ML methods. This project focuses on the medical field, as the medical ML application highlights a necessity of medical experts collaborating with ML approaches.