Master’s Thesis

ID2355: Auswertung von Radardaten zur Personen- und Objekterkennung mittels KI-Netzen (Kooperation mit Enertex Bayern GmbH)

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 ...

ID 2347: Prediction of Biomechanics using Unsupervised Learning and MuJoCo

Master's Thesis In this work, you will be using an open-source physics simulation (MuJoCo) in combination with unsupervised learning methods to predict biomechanics. Tasks Familiarisation with MuJoCo and biomechanics Implementation and testing of different unsupervised model architectures ...

ID 2344: Machine Learning-based Sleep Staging from Contactless Vital Sign Radars

Master’s Thesis According to estimations by the World Health Organization (WHO), more than 8.5 million people have been diagnosed with Parkinson’s disease, making it the second most prevalent neurodegenerative disorder worldwide. While the primary motor symptoms of PD, tremors, bradykinesi...

ID 2343: Developing Machine Learning Methods for Genetic and Physiological Analysis in Depression

Master's Thesis Background: In recent years, there has been increasing focus on the immune system's involvement in psychiatric disorders, including Major Depressive Disorders (MDD). Genetic variants associated with MDD have been linked to immune response pathways. Additionally, genetic facto...

ID 2336: Detect gait cycles in consecutive data streams of IMC data

Bachelor’s / Master’s Thesis / Project Inertial motion capture (IMC) is an advanced method to record and analyze human locomotion under natural conditions outside of a laboratory (Gujarathi, T. et al., 2019). A set of inertial measurement units (IMUs) is used to record the acceleration and angular ...

ID 2335: Assessing Risk for Nocturnal Hypoglycemia after Physical Activity in Children with Type 1 Diabetes

Master's Thesis / Project / Research Internship Type 1 Diabetes (T1D) affects more than 8 million people worldwide, 1.5 million of them being younger than 20 years of age. T1D results from autoimmune destruction of pancreatic beta cells leading to insulin deficiency. The missing hormone insulin nee...

ID 2334: Depression detection using multi-domain features from motion sensors and voice

Master’s Thesis / Project / Research Internship Depression is a common mental health disorder that often goes undetected or is diagnosed at a late stage, leading to long periods of suffering for individuals affected. Early identification allows for prompt intervention and treatment that can allevia...

ID 2330: Predicting customer lifetime value in e-commerce

Master thesis In collaboration with Re-In. The purpose of this thesis is to model the customer lifetime value (CLV) of a company from a holistic perspective, by integrating customer interactions from various channels and databases. Specifically, we will be analyzing customer data from SAP data (...

ID 2329: Refinement, Feasibility and Evaluation of an eHealth Application for Palliative Care

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...

ID 2327: Various Topics for Machine Learning and (Web) App Development in Health Psychology

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...