Team

Digital Health – Gait Analytics

EmpkinS

EmpkinS

EmpkinS

Digital Psychology Lab Hiwi

BioMAC Group

Digital Health - HCI

Innolab

Administrative Assistant

• Email: theresa.straus@fau.de

EmpkinS

EmpkinS

Applied Machine Learning Group

• Phone number: +4917684700794
• Email: aleksei.e.zhdanov@fau.de

Explaining influential differences in human gait datasets on machine learning tasks

Predictive simulations of gait with ankle exoskeleton that alters energetics

Unsupervised Disentanglement for Post-Identification of GNSS Interference in the Wild

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

Adaptive Resolution Transformer (ART): efficient transformers using adaptive resolution tokens

Towards frailty assessment in older adults: Investigation of sit-to-stand transfer detection using ear-worn sensors in real-world activities

Unsupervised evaluation of anomaly detection methods based on separability algorithms

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

VR-based tool for mTBI detection using stereopsis performance and eye-tracking data

Validation of an IMU-based motion analysis framework for the assessment of change-of-direction movements

Influence of Different Stimulus Intensities of Cold Air on Driver Drowsiness

Automatic Evaluation of the Readability of Handwriting using a Sensor Enhanced Digital Pen

Predicting Disease Progression in Multiple Sclerosis using Machine Learning

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

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

Comparison of Algorithms for Respiratory Information Extraction from Wearable Sensors

Athlete Identification and Personel Profile Creation based on Movement Sensor Data

Analysis of real-time person detection performance on edge devices utilizing state-of-the-art detection methods

Automated German Crossword Resolution

Extraction of Pre-Ejection Period as Marker for Acute Psychosocial Stress from Wearable Sensors and Interferometry Radar

Evaluating Remaining Time Prediction of Business Processes with Event Log Imperfections Using Synthetic Event Log Data

Variational Quantum Compiling with (Deep) Reinforcement Learning