Team

An investigation of ground contact models in biomechanical simulations

Influence of gait test lenhth on the classification of mobility impairment in Parkinson's Disease

Unsupervised Personalization of Activity Recognition in Football

Digitisation of the approval process of digital medical de- vices

The Mobile VR-Amblyopia Trainer. An Android Based VR-Game for the Treatment of Amblyopia.

Immersive gesture-based Human Robot Interaction in MR

Analysis of the influence of different training data sets on the performance of machine learning models in SMT manufacturing

Biomechanical assessment of sprint performance via trajectory optimization

Levodopa Response in Parkinson’s Disease Assessed by Sensor-based Continuous Real-World Gait Parameters

A Wearable-Data Enhanced Digital Maternity Log Including Cyberchondria-Aware User Interaction Concepts

Combining Kalman Filters and Neural Networks for Stride Trajectory Estimation

Feasibility Testing of Exergames for Patients with Mild Cognitive Impairment

Color based BCI Interaction - Classification of Color based on Power Bands from EEG Data

A Fall Detection System using Head-Worn IMU Sensors

Data Augmentation for Electrocardiogram Classication

LiDAR object detection by a domain adapted BirdNet neural network architecture

Machine learning based improvement of the diagnostic accuracy of an online symptom checker

Gait Event Detection Algorithms for Free-Living Stair Ambulation

Digital Maternity Records: Physician's and and Midwife's perspective on motivation and usability

• Email: lukas.schmidt@iis.fraunhofer.de

• Twitter: Page of Lukas Schmidt
• LinkedIn: Page of Lukas Schmidt

Understanding movement decisions in gait using inverse optimal control

Energy Cost of Walking with a Three Dimensional Musculoskeletal Model

Gait Reconstruction from Sparse Sensordata for Identification and Visualization of Parkinson's Disease

Analysis of scalability of guided policy search for manipulation with humanoid robot hand

Improving the Robustness of Neural Networks through Noise Injection

CAD2Image: Image Synthesis using CAD Models to Augment Training Data

Systematic Analysis of the Transformer Architecture for Time Series Prediction Applications

Foot drop quantification in Hereditary Spastic Paraplegia pati- ents

Immersive Gesture-Based Human Robot Interaction in MR

Fetal Heart Rate Extraction from Wearable Non-Invasive Electrocardiogram Devices

Analysis of Artificial Intelligence Trends In German Economics and Politics - A Data-Driven Approach

On the Robustness of Semi-supervised Learning under adverse Data Distributions: The example of Handwriting Classification

Transfer Learning for Activity Recognition in Ultimate Frisbee

Influence of Acute Psychosocial Stress on Body Posture and Movement

Visual Interpretability and its Metrics for Time Series Classification

Administrative Assistant

• Email: conrad.schroeder@fau.de

Administrative Assistant

• Email: rebecca.lennartz@fau.de