After a conceptual introduction, the team differentiats pre-clinical solutions, computer-aided detection and diagnosis as well as recommendation and early warning systems. The authors include current examples and close with a discussion of challenges and obstacles from a technical and a legal/ethical side. The work can be found under: Adlung et al., Machine learning in clinical decision making, Med (2021).