AI can measure hundreds of important quantitative features of the image before treatment and after treatment in a highly reproducible scalable way that would just be impossible to do manually. For many serious cancers, as well as another, I can talk about liver disease, there's a biopsy that makes the diagnosis and then you can actually give treatment. The other disease is NASH, where actually the primary endpoint,. non-alcoholic steatohapatitis, it's a very fatty liver disease, it's increasing in prevalence significantly.

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