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Guiding Principles for Transparent Machine Learning in Medical Devices
The FDA, Health Canada, and the UK's MHRA have established guiding principles to enhance transparency in machine learning-enabled medical devices (MLMDs). These principles focus on clear communication about a device's use, development, performance, and decision-making logic to ensure safe and effective patient care. Human-centered design is emphasized to make information accessible and understandable for all users.