Abstract
By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on Artificial Intelligenc e is the subject of a report. According to news originating from Bern, Switzerla nd, by NewsRx correspondents, research stated, "The use of artificial intelligen ce systems in clinical routine is still hampered by the necessity of a medical d evice certification and/or by the difficulty of implementing these systems in a clinic's quality management system. In this context, the key questions for a use r are how to ensure robust model predictions and how to appraise the quality of a model's results on a regular basis." Our news journalists obtained a quote from the research from Bern University Hos pital, "In this paper we discuss some conceptual foundation for a clinical imple mentation of a machine learning system and argue that both vendors and users sho uld take certain responsibilities, as is already common practice for high-risk m edical equipment. We propose the methodology from AAPM Task Group 100 report No. 283 as a conceptual framework for developing risk-driven a quality management p rogram for a clinical process that encompasses a machine learning system. This i s illustrated with an example of a clinical workflow. Our analysis shows how the risk evaluation in this framework can accommodate artificial intelligence based systems independently of their robustness evaluation or the user's in-house exp ertise."
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