Knowledge decomposition can break down a medical foundation model into multiple lightweight expert models, each dedicated to a specific domain, to improve specialization and reduce deployment costs.
Knowledge decomposition can improve the performance and efficiency of medical foundation models by breaking them down into multiple lightweight expert models, each specialized for a particular anatomical region.