This document is a correction notice for an article titled "Inferring disease subtypes from clusters in explanation space" published in Scientific Reports. The correction adds missing affiliations for one of the authors, Marc-André Schulz. The correct affiliations are listed as the Department of Psychiatry, Psychotherapy and Psychosomatics at RWTH Aachen University in Germany, the Department of Psychiatry and Neurosciences at Charité ¿ Universitätsmedizin Berlin in Germany, and QuantumBlack in London, UK. The original article has been updated to include these corrections. [Extracted from the article]