Caption Table 1. Guidelines for good AI and ML usage. Best practices are coherent with existing frameworks, where the overlap is annotated with Roman numbers as I - CONSORT-AI; II - FUTURE-AI; III - DECIDE-AI; IV - TRIPOD; V - TRIPOD-AI (in development); VI - STARD-AI (in development); VII - MI-CLAIM; VIII - MINIMAR; IX - FDA checklist; X - RISE criteria. Reporting guidelines (I-VIII) are generally broader than just the AI and ML component, with substantial overlap with standard protocols for academic reporting, such as encouragement of code availability and well-described participant characteristics. Our focus is on the unique and new elements when applying AI in a biomedical context. Components are referenced to TRIPOD-AI when the Delphi round 1 consensus was larger than 80% for being essential and desirable to include as reporting.