Marianna Sijtsema, PhD, is working as a Medical Physicist radiotherapy in the University Medical Center Groningen, the Netherlands. She is specialized in imaging for position verification in both photon and proton therapy. Her main research subject is identifying image biomarkers that are predictive for tumor related endpoints and complications after radiotherapy using machine learning and deep learning techniques.