Attila Simkó, Department of Radiation Sciences, defends his doctoral thesis Contributions to deep learning for imaging in radiotherapy. Opponent Veronika Cheplygina, PhD, Assoc. Professor, IT University of Copenhagen, Copenhagen, Denmark. Principal supervisor Joakim Jonsson.