Evidence Based

Evidence-based research focuses on leveraging data and established guidelines to improve decision-making across various fields, particularly healthcare. Current research emphasizes using large language models (LLMs) and retrieval-augmented generation (RAG) to process and synthesize information from diverse sources, including scientific literature and patient data, for tasks like clinical decision support, patient education, and misinformation detection. These methods aim to enhance the accuracy, efficiency, and trustworthiness of evidence-based practices, ultimately improving healthcare outcomes and scientific rigor. However, challenges remain in ensuring the reliability and fairness of AI-driven systems, particularly regarding the handling of numerical data and the potential for biases.