I am Karl Ludger Radke, a PhD student in Deep Learning for medical image processing at the University Hospital Düsseldorf and a Data Scientist at Intervall Beratungs GmbH Stuttgart. I've been a scientific employee for over 4 years, focusing on research in the field of biosensitive MR diagnostics and the application of Deep Learning for medical imaging.
As a research assistant and PhD student, my current focus is on the application of Deep Learning and Radiomics for image analysis, the development of fully automated pipelines, numerical simulations for biosensitive MR imaging, and statistical analysis.
You can find my latest research results here: ResearchGate
I have extensive knowledge in statistics, with a particular focus on clinical studies. I am skilled at analyzing and interpreting data to draw meaningful conclusions that can contribute to the advancement of medical research.
I have proficiency in the following programming languages:
- Python, R (Advanced)
- Java, JavaScript, Rust (Intermediate)
- C++ (Basic)
I also have an interest in data security and encryption, which are crucial for handling sensitive data, especially in medical applications.
| Titel | GitHub-Link | Publikations-Link |
|---|---|---|
| “shortCardiac” — An open-source framework for fast and standardized assessment of cardiac function. | GitHub | Publication |
| Adaptive IoU Thresholding for Improving Small Object Detection: A Proof-of-Concept Study of Hand Erosions Classification of Patients with Rheumatic Arthritis on X-ray Images | GitHub | Publication |
| Lorentzian-Corrected Apparent Exchange-Dependent Relaxation (LAREX) Ω-Plot Analysis—An Adaptation for qCEST in a Multi-Pool System: Comprehensive In Silico, In Situ, and In Vivo Studies | Publication | |
| Deep Learning-Based Post-Processing of Real-Time MRI to Assess and Quantify Dynamic Wrist Movement in Health and Disease | Publication |
- PhD Student at Heinrich-Heine-Universität Düsseldorf (Dec 2020 - Present)
- Data Scientist at Intervall (Sep 2022 - Present)
- Research assistant at Universitätsklinikum Düsseldorf (Dec 2020 - Present)
- Wissenschaftliche Hilfskraft at Universitätsklinikum Düsseldorf (Jan 2019 - Nov 2020)
- Studentische Hilfskraft at Heinrich-Heine-Universität Düsseldorf (Aug 2017 - Feb 2019)
- Master of Science - MS, Medizinische Physik, Heinrich-Heine-Universität Düsseldorf (2019 - 2020)
- Bachelor of Science - BS, Medizinische Physik, Heinrich-Heine-Universität Düsseldorf (2015 - 2019)