In our medical applications, we build upon our remote diagnostic infrastructure to create training data sets for artificial intelligence solutions in several fields. We create traceable digital patient pathways for predictive diagnostics, relying on quality controlled national medical archives. We develop online undergraduate and graduate training curricula for AI applications in health care. By our developments, we give decision support for transparent health care decision making.