Bachelor's / Master's Thesis / Research Internship / Project
The real-time control and analysis of human poses and movements has long been a complex problem in fields like computer vision and machine learning. Physics-informed neural networks (PINNs) have recently shown promise in improving the acc...
Bachelor's / Master's Thesis / Research Internship / Project
The aim of our research is to explore the potential of digital technologies in psychological research to better understand human psychology and behavior. Many psychological research areas still rely on “traditional” methods, such as labor...
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...
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...
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...
Diagnosis of patients with Atypical Parkinsonism using IMUs:
Project:
Atypical Parkinsonism syndromes such as Multiple system atrophy (MSA) and Progressive supranuclear palsy (PSP) are rare conditions that often are misdiagnosed as Idiopathic Parkinson disease (IPD).
The aim of this project...
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...
