Juestel Lab

Research focus

ERC Starting Grant · 2021

Intelligent Optoacoustic Radiomics via Synergistic Integration of System Models and Medical Knowledge

Radiomics - the extraction of clinically relevant information from complex medical imaging data via mathematics and data science - is on the verge of becoming a main player in clinical research and medicine. However, the current radiomics workflow mostly relies on feature engineering and black box machine learning, lagging behind the state-of-the-art in explainable artificial intelligence. I will exploit my broad expertise in mathematics, informatics, and biomedical imaging to implement intelligent radiomics by integrating the whole imaging value chain - ranging from imaging hardware, over image formation, to medical interpretation of the data - into an intelligent software environment.…

From the public funding record at EU CORDIS. Describes the funded project, not the reviews below.