Make Pain Estimation Transparent: A Roadmap to Fuse Bayesian Deep Learning and Inductive Logic Programming

This roadmap paper describes an interdisciplinary approach to develop an image-based transparent medical expert companion for facial pain estimation. The companion combines human understandable logic rules and visualization to explain the results. Using this information, healthcare professionals can then make informed decisions.