(a) Background: Region of interest (ROI) image coding allows for encoding the ROIs in an image with better quality than the background (BG). It is very useful for visual communication applications ...

The "lookup-before-coding" method allows AI to review past cases, improving ICD code accuracy and outperforming physicians and baseline AI models. Smaller open-source AI models, when using the lookup ...