The use of AI in healthcare will grow in the coming years. However, medical AI solutions do not yet work optimally for every population. Due to bias, a systematic error in machine learning models. Researchers of the Informatics Institute at LAB42 have investigated how, for instance, the documentation of datasets can provide improvements for detecting and mitigating bias.