XAI for Medicine Introduction: Explainable artificial intelligence has played a key feature in medical developing in recent years, in this blog I'm going to present examples where AI has been used to accomplish major goal in this domain. 1. Using AI to find the best antibiotic treatments for specific patients. This is a 3 step project: Generate a tabular dataset from the ontology, containing features defined on various domains and n -ary features A preference model was then learned from patient profiles, antibiotic features and expert recommendations found in clinical practice guidelines. Then visualize the preference model and its application to all antibiotics available on the market for a given clinical situation, usin g rainbow boxes, a recently developed technique for set visualization. 2. Using AI to improve cancer diagnostic from histopathological images The way this works is ...