Data Science Research Infrastructure In Radiotherapy
This project aims to develop the infrastructure for collecting and aggregating radiotherapy data from across all radiotherapy departments in Denmark. The proposal builds on DcmCollab, a national dose plan and image data bank, which has been collecting data since 2009. The infrastructure will facilitate access for Danish data scientists to complete and curated data for data mining, deep learning, and AI-based automation, including segmentation, dose planning, quality assurance and model-based prediction of outcomes. The core collaborators include Aarhus University Hospital, Odense University Hospital, and Rigshospitalet, as well as medical image analysis groups (data scientists) at DTU, KU and AU.