Neither educated nor medical, but the first one that was televised looked quite like an absence seizure, only a bit longer.

His staff for that one seemed to handle it fairly smoothly. Couldn't decide if their reactions indicated familiarity with such episodes happening to him, or just decades of media training to glide through the unexpected.