Karl Fritscher, Head of VASCage Data Science, is featured in the top.tirol magazine article „A digital dummy“. He explains how generative AI can improve medical image training data sets. VASCage in not only engaged in cutting-edge scientific research on medical imaging, it also offers AI solutions to customers such as medical tech companies, research institutions and clinicians.
Generating synthetic images
Artificial intelligence enables the automated analysis of large quantities of 2D and 3D medical images such as MRI or CT scans. It offers immense potential for increasing efficiency in diagnosis and predictive assessment. However, the development of AI algorithms in the medical field is severely hampered by a lack of comprehensive and representative training data sets. This is especially true for commercial use due to data protection and privacy restrictions. VASCage develops AI-based solutions to tackle these challenges.