Team

EmpkinS

Digital Health - digiOnko

EmpkinS

Digital Health- Gait Analysis

Innolab

EmpkinS

EmpkinS

"In the wild" Movement Analysis Using Physics-Informed Neural Networks

Explaining influential differences in human gait datasets on machine learning tasks

Simulation of Inpatient Claims Data and Fraud Detection from a German Health Insurance Perspective

Improving the robustness of radar-based heart sound detection

Predictive simulations of gait with ankle exoskeleton that alters energetics

Conception and Prototyping of an Enterprise Process and Data Analytics Platform for E-Commerce Decision Making

Estimation of Human Poses with mmWave Radar Sensors

Comparing interaction modalities in eye-tracking based perimetry using a Virtual Reality headset.

Triggering an endocrine stress response in the Virtual Reality Stroop Room through social-evaluative stress

Smartwatch-Based ECG Monitoring: A Comparative Analysis of Segmentation Algorithms

Technical validation of real-world walking speed estimation from wrist-worn sensors

Video-based Deep Learning Approaches for Animal Behavior Classification

Wing Print: Automated Bat Re-Identification Through Distinct Wing Membrane Patterns

Enhancing User Engagement in a Breast Cancer Prevention App: User-Centered Design Features to Promote Preventive Behavior

Ubiquitous Investigation of Overall State of Health based on Palliative Care Patients' Toothbrushing Behavior

None-Line-of-Sight Detection for Radio Localisation using Deep State Space Models

Evaluation of Pedestrian Dead Reckoning Approaches in Complex Scenarios

A physics informed neural network for muscle mechanics

Radar-Based Investigation of Pulse Wave and Heart Sound Propagation

Comparison of different radio modules for CSI sensing and positioning

Refinement, Feasibility and Evaluation of an eHealth Application for Opioid Management in Palliative Care

Investigating the Relationship between Nocturnal Facial Expressions and Mood

Prediction of Barthel-Index and its sub-scores from instrumented gait assessments

Evaluation of NeVA in Predicting Radiologist’s Eye Movement on Chest X-ray Data

Automated Generation of Block-Encodings for Quantum Policy Iteration

Application of Indoor position in a MR virtual environment for a communication application

The creation and evaluation of a video-based polar bear Re-Identification dataset on current Re-ID methods

Retrospective Analysis of Self-reported Symptoms and Usage Data in a Digital Health Application

(Re-)Eye-dentification based on pupillometry data from eye trackers in a VR environment

Machine Learning-based sleep analysis using a CW Radar

Smartphone-Based Human Model Personalisation

Bradykinesia Detection and Severity Estimation using Gait Analysis in Parkinson’s Disease Patients

Improving Interoperability of Wearables by integrating them into the Web of Things

OpenTSST – An Open Web Platform for Large-Scale, Video-Based Motion Analysis During Acute Psychosocial Stress

Classification and assessment of rheumatoid arthritis from motion capture data using machine learning