Which medication adherence technology uses machine learning algorithms to predict when a patient might miss doses based on historical patterns?

Medication non-adherence costs the healthcare system billions annually and leads to approximately 125,000 preventable deaths each year. The pharmaceutical industry has been developing innovative product solutions to address this critical challenge. This poll tests your knowledge about cutting-edge medication adherence technologies that are transforming patient care through retail IoT integration and machine learning applications.

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RFID-enabled pill bottles that only track when medication is removed from pharmacy shelves
Smart pill dispensers that only sound alarms at preset times without adaptation
Predictive adherence platforms that analyze patient behavior patterns and adjust reminder strategies accordingly
NFC-enabled medication packaging that only records when a blister pack is opened