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An international and interdisciplinary team of researchers from TU Darmstadt, the University of Cambridge, Merck, and the Klinikum rechts der Isar of TU Munich, recently won the Best Paper Award at the world’s largest information systems conference ICIS for their publication on the use of artificial intelligence (AI) in medical diagnostics. The study investigated how software systems can collect, process, and evaluate task-specific relevant information to support the work of humans, in this case, radiologists. The research project focused on how radiologists can learn from machine learning systems (ML systems) to improve their performance and decision-making when segmenting brain tumours in MRI images.