GPT-4 Vision on Medical Image Classification -- A Case Study on COVID-19 Dataset

27 Oct 2023 · Ruibo Chen, Tianyi Xiong, Yihan Wu, Guodong Liu, Zhengmian Hu, Lichang Chen, Yanshuo Chen, Chenxi Liu, Heng Huang ·

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.

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GPT-4

Image Classification

In-Context Learning

Medical Image Classification

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Absolute Position Encodings • Adam • BPE • Dense Connections • Dropout • GPT-4 • Label Smoothing • Layer Normalization • Linear Layer • Multi-Head Attention • Position-Wise Feed-Forward Layer • Residual Connection • Scaled Dot-Product Attention • Softmax • Transformer

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GPT-4 Vision on Medical Image Classification -- A Case Study on COVID-19 Dataset

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