This work aims to investigate and analyze the intriguing properties exhibited by foundation models in deep learning, including vision, natural language processing (NLP), and multimodal models. The research intends to provide a comprehensive understanding of these properties to enhance the reliabilit...
Implementation / Master's Project
Many studies investigating the cortisol awakening response (CAR) suffer from a lack of precise and objective methods for assessing the awakening and saliva sampling times. Failure to correctly report times or to adhere to the study protocol, which is common in unsu...
Master's thesis/Bachelor's thesis/Project
Background
Patients in palliative care are often treated with opioids for pain relief. However, patients react very differently to opioid dosages. Furthermore, opioids can cause serious adverse reactions. As wrong dosages can lead to serious unwanted outco...
Bachelor's / Master's Thesis / Research Internship / Project
Acute stress reliably activates, among other pathways, the sympathetic nervous system, leading to changes in heart rate (variability) (HR and HRV), respiration, pre-ejection period (PEP), and electrodermal activity (EDA). So far, these pa...
Bachelor's / Master's Thesis / Research Internship / Project
The observation of body posture and movements is a promising extension to the established biopsychological markers for stress measurement, such as self-reports, saliva, or blood samples. Body posture and movements provide additional infor...
