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Developing inherently interpretable models. MONET can be used to develop inherently interpretable medical AI models that operate on human-interpretable concepts aligning with physicians expectations. These models allow physicians to easily decipher the factors influencing the models decisions, ensuring high transparency. Figures adapted from refs. 11 , 12 with permission and from ref. 16 under CC-BY license.

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