Sentiment Analysis in Healthcare: A Comparison of VADER, BERT, and Flair NLP Models on Patient Reviews of Pain Management Physicians.

Cureus · 2025 · PMC12382424 · PMID 40881543

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a positive trendno p-value reported

While VADER yielded the lowest correlational strength, it still demonstrated a positive trend between sentiment analysis scores and patient-provided numerical reviews.

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