| 2014 -2016 | IBM Research & Development, Böblingen |
| 2010 -2014 | Dr. rer. nat. Bioinformatik |
| 2004 -2010 | Master of Science, Computer Science |
| 2023 -2025 | BIOINFORMATICS |
| 2025 -2025 | IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE |
| 2025 -2025 | NATURE COMMUNICATIONS |
| 2025 -2025 | PATTERN RECOGNITION |
| 2024 -2024 | BMC BIOINFORMATICS |
| 2022 -2023 | BMC MEDICAL INFORMATICS AND DECISION MAKING |
| 2022 -2023 | JOURNAL OF BIOMEDICAL INFORMATICS |
| 2023 -2023 | NEW BIOTECHNOLOGY |
| 2020 -2022 | IEEE TRANSACTIONS ON CYBERNETICS |
| 2021 -2022 | COMPUTERS IN BIOLOGY AND MEDICINE |
| 2022 -2022 | MOLECULAR ONCOLOGY |
| 2021 -2021 | BMC BIOINFORMATICS |
| 2021 -2021 | IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS |