Present and Past Student Theses
In the past, I had the pleasure to supervise and mentor many wonderful students in their bachelor’s and master’s theses. The following list includes all students I have supervised in the past, as well as those I am currently supervising.
Ongoing
Ronja Michel
Radar-Based Detection of Arterial Stenoses Using Machine Learning
2026
Richard Vogeler
Detecting and Capturing the Dynamics of Acute Stress from Movement Data with Deep Learning and Evidence Accumulation Models
2026
Completed
Hanna Müller
Investigating Stress-Induced Movement Inhibition from Video-Based Digital Biomarkers in Children under Acute Stress
2026
Asam Aslad
Investigating the Role of MicroRNAs and IsomiRs as Biomarkers in Psychiatric Disorders
2025
Negin Javaheri
Classification of Patients with Inflammatory Arthritis Based on Activity Patterns of the Forearm Muscles with Different Types of Grip
2025
Maximilian Renz
Depression Detection Using Hearing-Aid Integrated Sensors
2025
Michaela Hofmann
Defensive Freezing Reaction: The Effect of Acute Psychosocial Stress on Body Movement and Heart Rate
2024
Julia Jorkowitz
Systematic Benchmarking of Pre-Ejection Period Extraction Algorithms
2024
Simon Meske
Improving the Robustness of Heart Rate Estimation from Continuous-Wave Radar Data Using a Wavelet-based Approach and Deep Learning
2024
Victoria Mueller
Machine Learning-Based Detection of Acute Psychosocial Stress from Digital Biomarkers
2024
Leon Schmid
Analyzing Acute Psychosocial Stress Responses: A Video-Based Motion Analysis Approach
2024
Robert Schröter
Improving the CARWatch Framework for Objective Cortisol Awakening Response Assessment
2024
Charlotte von Roznowski
Decoding the Hidden Language of Stress: Analyzing Speech Patterns as a Tool for Stress Detection
2024
Clark Bäker
Improving the Robustness of Radar-Based Heart Sound Detection
2023
Tobias Gessler
OpenTSST – An Open Web Platform for Large-Scale, Video-Based Motion Analysis During Acute Psychosocial Stress
2023
Vivien Holzwarth Correa
Classification and Assessment of Rheumatoid Arthritis from Motion Capture Data Using Machine Learning
2023
Marie Oesten
Radar-Based Investigation of Pulse Wave and Heart Sound Propagation
2023
Friederike Popp
Towards Frailty Assessment in Older Adults: Investigation of Sit-to-Stand Transfer Detection Using Ear-Worn Sensors in Real-World Activities
2023
Ulla Sternemann
Extraction of Pre-Ejection Period as Marker for Acute Psychosocial Stress from Wearable Sensors and Interferometry Radar
2023
Sebastian Stühler
Investigation of the Pre-Ejection Period as a Marker for Sympathetic Activity during Acute Psychosocial Stress
2023
Luca Abel
Machine Learning-Based Detection of Acute Psychosocial Stress from Dynamic Movements
2022
Philipp Dörfler
Comparison of Algorithms for Respiratory Information Extraction from Wearable Sensors
2022
Paula Kaiser
Influence of Social-Evaluative Stress in the Virtual Reality Stroop Room
2022
Benjamin Zenke
Stress+ – Development and Evaluation of a Web Application for Remote, Internet-based Induction of Acute Psychosocial Stress
2022
Veronika Koch
Influence of Acute Psychosocial Stress on Body Posture and Movement
2021
Daniel Krauß
Benchmarking of Sleep/Wake Detection Algorithms Using Wearable Sensors and Machine Learning
2021
Johanna Happold
Towards Vertigo Assessment at Home: Evaluation of Orthostatic Reaction in Free-living Environments
2020
Katharina M. Jaeger
Detecting Labor in Pregnant Women with a Wearable Pregnancy Tracker Using Machine Learning
2020
Luca Abel
Classification and Prediction of Acute Stress-Induced Response Patterns
2019
Lea Henrich
Evaluation of IMU Orientation Estimation Algorithms Using a Three-Axis Gimbal
2019
Daniel Krauß
Heart Rate Variability Analysis for Unsupervised Tilt Table Testing during Daily-life Activities
2019
Anke Müller
A Prototype for Automated Tool Parameter Adjustments Based on Machine Learning in Semiconductor Manufacturing
2019
Linda Vorberg
Clustering of Stress Responder Types Based on Diurnal Cortisol Profiles
2019
Georg Wieland
Development and Evaluation of a Context-Aware Data Concentrator for Clinical Gait Analysis Systems in Home-Monitoring Scenarios
2019
Janis Zenkner
Assessment of Cold Face Test for Stress Reduction
2019
Michael Hopfengärtner
An Open-Source Sensor Platform for Analysis of Group Dynamics
2018
Sophia Leierseder
Continuous Blood Pressure Measurement During Daily-life Activities Using Pulse Transit Time
2018
Insa Suchantke
Application for Controlling a Wearable Electrostimulator for Prediction of Migraine Attacks
2018