首页|Bern University Hospital Reports Findings in Artificial Intelligence (Towards qu ality management of artificial intelligence systems for medical applications)
Bern University Hospital Reports Findings in Artificial Intelligence (Towards qu ality management of artificial intelligence systems for medical applications)
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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."
BernSwitzerlandEuropeArtificial In telligenceCyborgsEmerging TechnologiesMachine Learning
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