The rapid adoption of machine learning into medical care presents distinct issues regarding safety . Solid systems are vital for verifying the precision and equity of machine-learning-based tools. Thorough compliance with applicable regulations , such as patient privacy rules, is essential, alongside regular monitoring and review to reduce potentia