The notion of digital twins is well-established for technical systems, in particular mechanical devices. Yet our understanding of the merits and use of human digital twins is still very limited. In this talk, I will give an overview on our efforts in designing and utilising wearable sensing technology and artificial intelligence (AI) methods with and against human and technical digital twins to realise medical applications.