SkinGPT: A Dermatology Diagnostic System with Vision Large Language Model. (arXiv:2304.10691v1 [eess.IV])

Skin and subcutaneous diseases are among the major causes of the nonfatal
disease burden worldwide, affecting a significant proportion of the population.
However, there are three major challenges in the field of dermatology
diagnosis. Firstly, there is a shortage of dermatologists available to diagnose
patients. Secondly, accurately diagnosing dermatological pictures can be
challenging. Lastly, providing user-friendly diagnostic reports can be
difficult. Recent advancements in the field of large language models (LLMs)
have shown potential for clinical applications. However, current LLMs …

applications arxiv challenges dermatology diagnosis diagnostic disease diseases images language language model language models large language model large language models llms major patients population processing reports shortage vision