Clinical acceptance of software based on artificial intelligence technologies (radiology)

The document contains the following terms with appropriate definitions: Medical dataset (reference data) is a collection of high-level attributes of reusable medical image datasets suitable to train, test, validate, verify, and regulate AI algorithms. Intellectual technologies are information technologies created based on "artificial intelligence" . " Artificial Intelligence" (AI) refers to systems that display intelligent behavior by analyzing their environment and taking actions - with some degree of autonomy - to achieve specific goals. AIbased systems can be purely software-based, acting in the virtual world (e.g., voice assistants, image analysis software, search engines, speech and face recognition systems) or AI can be embedded in hardware devices (e.g., advanced robots, autonomous cars, drones, or Internet of Things applications) [6]. Mathematical model is an abstract mathematical representation of a process, device or concept; it uses a number of variables to represent inputs, outputs and internal states, and sets of equations and inequalities to describe their interaction.