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Machine Learning in Medical Devices: Promise, Pitfalls, and the Road Ahead
MedTechmachine learningmedical devices

Machine Learning in Medical Devices: Promise, Pitfalls, and the Road Ahead

By MedXY|Jul 29, 2026

Machine learning is transforming medical devices but faces challenges like shortcut learning and automation bias. Edge AI and evolving regulation aim to balance innovation with safety.

ACP Calls for Overhaul of U.S. Dietary Supplement Rules: Key Recommendations from the 2026 Position Paper
Internal Medicinedietary supplementsDSHEA

ACP Calls for Overhaul of U.S. Dietary Supplement Rules: Key Recommendations from the 2026 Position Paper

By MedXY|Jul 20, 2026

The American College of Physicians urges Congress and regulators to modernize DSHEA, require premarket FDA review, strengthen surveillance, standardize labeling, and improve clinician tools to protect the public from unsafe or misleading di

The AI Doctor Is Out? How California’s Ab 489 Could Limit AI Development in Healthcare
AIAIhealthcare

The AI Doctor Is Out? How California’s Ab 489 Could Limit AI Development in Healthcare

By MedXY|Oct 3, 2025

California’s AB 489 may reshape AI in healthcare, emphasizing authorized interactions and compliance for AI developers.

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