Constantin Seibold

Constantin Seibold

Team Lead Computer Vision

Institute for AI in Medicine, Germany

Karlsruhe Institute of Technology, Germany

PhD Student, Karlsruhe Institute of Technology (KIT), Institute for Anthropomatics and Robotics (IAR) In my work, I investigate algorithms aiding the decision process of radiologists for various diseases. Here, I mostly focus on deep learning-based approaches to medical imagery and face various problems occurring in real-world scenarios such as low amounts of annotations and/or label noise. Thus, I am especially interested in weakly and semi-supervised approaches for medical image analysis, which manage to thrive in these scenarios.