Fig. 1: The four stages of building useful medical imaging AI models for emerging infectious diseases. | Nature Communications

Fig. 1: The four stages of building useful medical imaging AI models for emerging infectious diseases.

From: Developing medical imaging AI for emerging infectious diseases

Fig. 1

We provide recommendations and guidelines for the four stages of medical imaging AI development process in each section of this manuscript, namely: needfinding, dataset curation, model development and subsequent evaluation, and post-deployment considerations. Each stage of the development process should be considered when building medical imaging AI for emerging infectious diseases.

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