Position: Bioinformatician for Skin Cancer Research in full- or part-time
Department: Digital Biomarkers for Oncology
Code number: 2023-0437
The German Cancer Research Center is the largest biomedical research institution in Germany. With more than 3,000 employees, we operate an extensive scientific program in the field of cancer research.
Skin cancer is one of the most common cancers in Europe, and malignant melanoma in particular causes the highest number of skin cancer-attributable deaths.
Our Junior Research Group "Digital Biomarkers for Oncology" (headed by Dr. Titus Brinker) specifically has a high expertise in early recognition of melanomas via artificial intelligence. In the latest work accepted for publication in Nature Communications, our team built an explainable artificial intelligence algorithm which explains itself like a dermatologist (preprint: https://arxiv.org/abs/2303.12806). Together with a team of motivated data scientists, dermatologists, biologists and an industry partner, we are now bringing this software to the patient, addressing technical limitations (uncertainty estimation, explainability, robustness of classifiers) in peer-reviewed publications along the way.