In a method, computer and medical imaging apparatus for the provision of confidence information, an automatic diagnosis system is provided to the computer. Medical image data acquired from a patient are received by or accessed by the computer. A measure of confidence is determined by the computer, which describes the reliability of a correct diagnosis of the medical image data by the diagnosis system. The confidence information concerning the reliability of the correct diagnosis of the medical image data by the diagnosis system is provided as an output from the computer, wherein the confidence information is based on the determined measure of confidence.