Depression is one of the most common mental health disorders, significantly reducing an individual’s quality of life. Psychologists use various methods to detect and assess depression, such as analyzing facial expressions, speech patterns, and head movements. In this research, our goal is to detect ...
Background:
Congenital heart defects are the most common organ malformations in newborns. The prevalence in Germany is around 1.1%. The chances of recovery are often good, but early diagnosis and treatment is necessary to avoid life-threatening complications in the case of critical heart defects....
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 ...
Electroconvulsive therapy (ECT) is a psychiatric treatment in which seizures are electrically induced in patients to provide relief from severe mental disorders, such as severe depression, treatment-resistant depression, bipolar disorder, and schizophrenia.
To improve the current treatment regime, ...
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. Meditation, MBSR and Breathing Exercises have shown to improve the QoL of patients.
We are currently implementing a mobile application in combination with a hardwa...
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...
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...
