Background:
In Germany, prenatal visits for normal-risk pregnancies are every 2-4 weeks. This low time resolution and reliance on subjective feedback instead of direct physiological measurement, could be augmented by remote monitoring. To date, continuous physiological measurements have not been ...
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...
Project / Research Internship
Background
Breast cancer is a significantly effects the health and quality of life (QoL) of patients. Measurement of health-related quality of life (HRQoL) aims to
capture the perceived impact of the disease and its treatment on patients’ physical, emotional, and soc...
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 / Research Internship / Student Assistant
The golf swing is arguably one of the most complex whole-body movements in sports . It requires significant physiological effort and precise neuromuscular control to accelerate the clubhead to more than 160 km/h in one-fifth of a second . Th...
Master's Thesis / Research Internship / Student Assistant
The golf swing is arguably one of the most complex whole-body movements in sports . It requires significant physiological effort and precise neuromuscular control to accelerate the clubhead to more than 160 km/h in one-fifth of a second . Th...
Master's thesis
Hintergrund
Im Rahmen des Forschungsprojekts „KOSIR“ wurden Radardaten für eine KI-basierte Auswertung aufgezeichnet. Dazu wurde ein Messstand erstellt, der einen Radarsensor im 60 GHz-Band und zwei Microsoft Azure Kinect-Kaberas enthält. Mit Hilfe der Kameras wurden Radardaten in ...
Research Internship / Project
The reverse engineering of human movements. Inverse Optimal Control, also called Inverse Reinforcement Learning, is used to find a cost function that is related to a certain movement. For human movement, the exact cost function is unknown. Current Inverse Optimal Contr...
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...
