Which AI-powered sentiment analysis technique has revolutionized how pharmaceutical companies track patient responses to new medications in online healthcare forums?

The healthcare industry has been transformed by retail technology advancements, particularly in how medical product companies gather and analyze patient feedback. Modern sentiment analysis tools help pharmaceutical companies and medical device manufacturers better understand patient experiences, improve products, and enhance healthcare outcomes. How well do you understand the latest developments in medical retail sentiment analysis?

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Contextual Deep Learning Analysis that can distinguish between medication side effects and symptoms of the underlying condition being treated
Basic Keyword Recognition that simply counts positive and negative words in patient testimonials
Demographic Filtering that only analyzes feedback from patients in specific age groups
Geographic Pattern Recognition that tracks medication sentiment based solely on patient location data