Urban Fietzek

According to our database, Urban Fietzek authored at least 5 papers between 2017 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

A Multi-Layer Gaussian Process for Motor Symptom Estimation in People With Parkinson's Disease.

Muriel Lang, Franz Michael Josef Pfister, Jakob Fröhner, Kian Abedinpour, Daniel Pichler, Urban Fietzek, Terry Taewoong Um, Dana Kulic, Satoshi Endo, Sandra Hirche

IEEE Trans. Biomed. Eng., 2019

Granular Motor State Monitoring of Free Living Parkinson's Disease Patients via Deep Learning.

Kamer Ali Yuksel, Jann Goschenhofer, Hridya V. Varma, Urban Fietzek, Franz Michael Josef Pfister

CoRR, 2019

Wearable-Based Parkinson's Disease Severity Monitoring Using Deep Learning.

Jann Goschenhofer, Franz Michael Josef Pfister, Kamer Ali Yuksel, Bernd Bischl, Urban Fietzek, Janek Thomas

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

Parkinson's Disease Assessment from a Wrist-Worn Wearable Sensor in Free-Living Conditions: Deep Ensemble Learning and Visualization.

Terry Taewoong Um, Franz Michael Josef Pfister, Daniel Christian Pichler, Satoshi Endo, Muriel Lang, Sandra Hirche, Urban Fietzek, Dana Kulic

CoRR, 2018

2017

Data augmentation of wearable sensor data for parkinson's disease monitoring using convolutional neural networks.

Terry Taewoong Um, Franz Michael Josef Pfister, Daniel Pichler, Satoshi Endo, Muriel Lang, Sandra Hirche, Urban Fietzek, Dana Kulic

Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017