Jonas Bohn

Jonas Bohn is a PhD student at the division of Medical Image Computer at the German Cancer Research Center (DKFZ) in Heidelberg. He studied bioinformatics and molecular biology in Münster (NRW - Germany) and worked at the Institute for Evolution and Biodiversity (IEB) and at the Institute of Bioinformatics (IOB) to develop pipelines for protein domain annotation and genome annotation. In parallel he worked at the Institute of Molecular Tumor Biology in Münster as a student assistance. As a PhD student he uses radiomics features to investigate in explainable, reproducible, and standardized approaches and solve clinical problems like treatment response prediction or detection and scoring of intratumoral heterogeneity (ITH). He uses radiomcs feature calculations to integrate them into the multi omics frame which adds important information to the feature space. This gives a comprehensive overview on a highly complex disease such as cancer and adds a solid and reliable foundation for cancer research.

Projects:

• Predicting Immunotherapy Outcome of Lung Cancer Patients by Composite Radiomics Signatures in CT Scans
• ITH scoring of soft tissue sarcoma by radiomics signatures

Interests:

• Radiomics
• Lung Cancer
• Machine learning on longitudinal data
• Deep Learning on tabulated data