GPT-4 Vision on Medical Image Classification -- A Case Study on COVID-19 Dataset
Ruibo Chen, Tianyi Xiong, Yihan Wu, Guodong Liu, Zhengmian Hu, Lichang Chen, Yanshuo Chen, Chenxi Liu, Heng Huang
arXiv:2310.18498v112 citationsh-index: 19
Originality Synthesis-oriented
AI Analysis
This work addresses COVID-19 diagnosis through medical imaging, but appears incremental as it applies an existing method to a new dataset.
The study applied GPT-4 Vision to classify COVID-19 medical images, using in-context learning to improve diagnostic accuracy, but no concrete performance numbers were provided in the abstract.
This technical report delves into the application of GPT-4 Vision (GPT-4V) in the nuanced realm of COVID-19 image classification, leveraging the transformative potential of in-context learning to enhance diagnostic processes.