Funding Period: 10/2020 – 9/2023 To broaden the use of AI methods in medicine, networked, digital patient data is required, for example for use in disease diagnosis, personalized treatment, and faster drug discovery. Our project pAItient (AI innovation center with integrated, rights-protected environment for the development, testing, and clinical assessment Read more…
Visual Search Target Inference in Natural Interaction Settings with Machine Learning Visual search is a perceptual task in which humans aim at identifying a search target object such as a traffic sign among other objects. Search target inference subsumes computational methods for predicting this target by tracking and analyzing overt Read more…
Digital pen signals were shown to be predictive for cognitive states, cognitive load and emotion in educational settings. We investigate whether low-level pen-based features can predict the difficulty of tasks in a cognitive test and the learner’s performance in these tasks, which is inherently related to cognitive load, without a Read more…