| 2025 | CBMS | Bayesian Neural Network for Uncertainty-Aware Blood Glucose Prediction for Type 1 Diabetes. | Sarala Ghimire, Turgay elik, Martin Gerdes, Christian W. Omlin |
| 2025 | IJCCI | Uncertainty in Deep Model Performance for Radiology: A Case Study of Classifying Maxillary Sinus Appearance. | Fara Aninha Fernandes, Martin Gerdes, Georgi Chaltikyan, Christian W. Omlin |
| 2022 | HealthCom | Analyze the Effect of Healthy Behavior on Weight Change and Its Conceptual Use in Digital Behavioral Intervention. | Ayan Chatterjee, Nibedita Pahari, Martin Gerdes, Ram Bajpai |
| 2013 | APCC | A REST-based publish/subscribe platform to support things-to-services communications. | Yohanes Baptista Dafferianto Trinugroho, Martin Gerdes, Mohammad Mahdi Mahdavi Amjad, Frank Reichert, Rune Fensli |
| 2010 | PRICAI | Learning Automaton Based On-Line Discovery and Tracking of Spatio-temporal Event Patterns. | Anis Yazidi, Ole-Christoffer Granmo, Min Lin, Xifeng Wen, B. John Oommen, Martin Gerdes, Frank Reichert |
| 2007 | PIMRC | Remote Service Usage Through Sip with Multimedia Access as a Use Case. | Andreas Hber, Martin Gerdes |