We are researching how to use artificial intelligence to make quantitative statements about communication disorders. The term communication disorder is very broad here: we work on different clinical features, e.g. swallowing disorders, respiratory diseases, and head and neck cancer. We use multidimensional data analysis combined with state-of-the-art AI methods to develop translational solutions that can be implemented clinically in the medium term. We specialize in image processing, real-time prediction, and embedded solutions.