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The Department of Psychology and the Research Computing team at the University of York have taken on the challenge to understand how clinician’s minds often notice the “nonlocalizable global markers” of cancer, leveraging HPC and machine learning via extensive testing and refinement of neural networking models in cancer diagnosis.