Objective: Given the good prognosis of low-risk papillary thyroid microcarcinomas (lrPTMCs), accurate risk stratification is valuable to optimize management: active surveillance (AS) vs. hemithyroidectomy (HT). BRAF positive lrPTMC is associated with increased recurrence risk; hence, AS was suggested for mutation-negative lrPTMC.
View Article and Find Full Text PDFBackground: Accurate medical coding is essential for clinical and administrative purposes but complicated, time-consuming, and biased. This study compares Retrieval-Augmented Generation (RAG)-enhanced LLMs to provider-assigned codes in producing ICD-10-CM codes from emergency department (ED) clinical records.
Methods: Retrospective cohort study using 500 ED visits randomly selected from the Mount Sinai Health System between January and April 2024.
Eur Arch Otorhinolaryngol
July 2024
Objectives: Large language models, including ChatGPT, has the potential to transform the way we approach medical knowledge, yet accuracy in clinical topics is critical. Here we assessed ChatGPT's performance in adhering to the American Academy of Otolaryngology-Head and Neck Surgery guidelines.
Methods: We presented ChatGPT with 24 clinical otolaryngology questions based on the guidelines of the American Academy of Otolaryngology.