Dr. Adrian Krenzer
Postdoc at the Center for Artificial Intelligence and Data Science (CAIDAS), Julius-Maximilians-Universität Würzburg
Dr. Adrian Krenzer is a postdoctoral researcher at the Julius Maximilian University of Würzburg, specialising in artificial intelligence, particularly its application in medical image processing and colorectal cancer prevention. In the course of his work, he has already developed innovative systems that have led to improvements in medical diagnostics and image processing. Dr. Krenzer also serves as a lecturer, imparting knowledge on artificial intelligence and medical image processing.
Member of the Working Group on “AI for Healthcare and Safety”
AI improves colorectal cancer screening
The GI-Vision project uses artificial intelligence to improve the early detection of colorectal cancer. By enabling more precise polyp detection and classification, it enhances and optimizes diagnostic accuracy.
Publications
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Classification of Gastroscopy Images Under Extreme Class Imbalance: A Deep Learning Pipeline
Conference paperhttps://link.springer.com/chapter/10.1007/978-3-031-98691-8_20Project: GC-Postdoc -
Enhancing transformer-based architectures with geometric deep learning for colonoscopic polyp size classification using transfer learning
Journal articleProject: GC-Postdoc -
Classification of Gastroscopy Images Under Extreme Class Imbalance: A Deep Learning Pipeline
Conference paperhttps://link.springer.com/chapter/10.1007/978-3-031-98691-8_20Project: GC-Postdoc