1 citations · 3 across the 4 of their papers we have counts for
4 papers
Personalization of Large Foundation Models for Health Interventions
Stefan Konigorski, Johannes E. Vedder, Babajide Alamu Owoyele +1
Large foundation models (LFMs) transform healthcare AI in prevention, diagnostics, and treatment. However, whether LFMs can provide truly personalized treatment recommendations rem…
Anytime-valid inference in N-of-1 trials
Ivana Malenica, Yongyi Guo, Kyra Gan +1
App-based N-of-1 trials offer a scalable experimental design for assessing the effects of health interventions at an individual level. Their practical success depends on the strong…
Designing and evaluating an online reinforcement learning agent for physical exercise recommendations in N-of-1 trials
Dominik Meier, Ipek Ensari, Stefan Konigorski
Personalized adaptive interventions offer the opportunity to increase patient benefits, however, there are challenges in their planning and implementation. Once implemented, it is…
StudyU: a platform for designing and conducting innovative digital N-of-1 trials
Stefan Konigorski, Sarah Wernicke, Tamara Slosarek +13
N-of-1 trials are the gold standard study design to evaluate individual treatment effects and derive personalized treatment strategies. Digital tools have the potential to initiate…