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The project EchoLux aims to enhance radiomics by integrating imaging hardware, data processing, and medical interpretation into an intelligent software environment. It focuses on improving optoacoustic imaging for early detection of peripheral neuropathy, particularly in diabetes, by utilizing a digital twin approach a…
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 intelli…
HELMHOLTZ ZENTRUM MUENCHEN DEUTSCHES FORSCHUNGSZENTRUM FUER GESUNDHEIT UND UMWELT GMBH
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