In medicine, it is an increasing trend to start using the models that are explainable, of so-called explainable artificial intelligence (XAI), where on the one hand, the practitioner understands why a model is behaving the way it is, and on the other hand, the explainable nature of the model can be used to generate new medical knowledge.
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