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Papers of the Week

Papers: 29 Jun 2024 - 5 Jul 2024

2024 Jun 28

RMD Open




Large language model-driven sentiment analysis for facilitating fibromyalgia diagnosis.


Venerito V, Iannone F


Fibromyalgia (FM) is a complex disorder with widespread pain and emotional distress, posing diagnostic challenges. FM patients show altered cognitive and emotional processing, with a preferential allocation of attention to pain-related information. This attentional bias towards pain cues can impair cognitive functions such as inhibitory control, affecting patients’ ability to manage and express emotions. Sentiment analysis using large language models (LLMs) can provide insights by detecting nuances in pain expression. This study investigated whether open-source LLM-driven sentiment analysis could aid FM diagnosis.