About me

I am a Data Scientist and Bioinformatician specializing in the application of artificial intelligence and machine learning in biomedical and clinical research. I studied Biomedicine and Computational Biology and completed my PhD in Computational Biology at the University of Cologne. I joined the Applied Machine Learning Lab as a postdoctoral researcher in September 2025.

My research focuses on developing AI-driven methods to analyze complex clinical, genomic, and patient-generated data, with the aim of improving diagnosis, understanding disease mechanisms, and supporting precision medicine. I am particularly interested in combining machine learning approaches with domain knowledge to create interpretable, reliable, and clinically relevant models.

My work bridges computational innovation and medical application, contributing to data-driven approaches for challenges in rare diseases, biomedical research, and patient care.

Research Interests

• AI and machine learning for clinical and biomedical applications

• Predictive modeling and decision support in healthcare

• Analysis of heterogeneous and multimodal medical datasets

Contact Details

To get in touch, please email me at corinna.lewis.schmalohr[at]iais.fraunhofer.de. I am also available at the University of Bonn (Bonn-Aachen International Center for Information Technology) to discuss potential collaborations or student supervision.