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Urban Fietzek
Publication Activity (10 Years)
Years Active: 2017-2019
Publications (10 Years): 8
Top Topics
Sensory Data
Deep Learning
Monitoring System
Hyperparameters
Top Venues
CoRR
ICMI
ECML/PKDD (3)
IEEE Trans. Biomed. Eng.
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Publications
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Muriel Lang
,
Franz Michael Josef Pfister
,
Jakob Fröhner
,
Kian Abedinpour
,
Daniel Pichler
,
Urban Fietzek
,
Terry Taewoong Um
,
Dana Kulic
,
Satoshi Endo
,
Sandra Hirche
A Multi-Layer Gaussian Process for Motor Symptom Estimation in People With Parkinson's Disease.
IEEE Trans. Biomed. Eng.
66 (11) (2019)
Kamer Ali Yuksel
,
Jann Goschenhofer
,
Hridya V. Varma
,
Urban Fietzek
,
Franz Michael Josef Pfister
Granular Motor State Monitoring of Free Living Parkinson's Disease Patients via Deep Learning.
CoRR
(2019)
Jann Goschenhofer
,
Franz Michael Josef Pfister
,
Kamer Ali Yuksel
,
Bernd Bischl
,
Urban Fietzek
,
Janek Thomas
Wearable-Based Parkinson's Disease Severity Monitoring Using Deep Learning.
ECML/PKDD (3)
(2019)
Jann Goschenhofer
,
Franz Michael Josef Pfister
,
Kamer Ali Yuksel
,
Bernd Bischl
,
Urban Fietzek
,
Janek Thomas
Wearable-based Parkinson's Disease Severity Monitoring using Deep Learning.
CoRR
(2019)
Muriel Lang
,
Urban Fietzek
,
Jakob Fröhner
,
Franz Michael Josef Pfister
,
Daniel Pichler
,
Kian Abedinpour
,
Terry Taewoong Um
,
Dana Kulic
,
Satoshi Endo
,
Sandra Hirche
A Multi-layer Gaussian Process for Motor Symptom Estimation in People with Parkinson's Disease.
CoRR
(2018)
Terry Taewoong Um
,
Franz Michael Josef Pfister
,
Daniel Christian Pichler
,
Satoshi Endo
,
Muriel Lang
,
Sandra Hirche
,
Urban Fietzek
,
Dana Kulic
Parkinson's Disease Assessment from a Wrist-Worn Wearable Sensor in Free-Living Conditions: Deep Ensemble Learning and Visualization.
CoRR
(2018)
Terry Taewoong Um
,
Franz Michael Josef Pfister
,
Daniel Pichler
,
Satoshi Endo
,
Muriel Lang
,
Sandra Hirche
,
Urban Fietzek
,
Dana Kulic
Data Augmentation of Wearable Sensor Data for Parkinson's Disease Monitoring using Convolutional Neural Networks.
CoRR
(2017)
Terry Taewoong Um
,
Franz Michael Josef Pfister
,
Daniel Pichler
,
Satoshi Endo
,
Muriel Lang
,
Sandra Hirche
,
Urban Fietzek
,
Dana Kulic
Data augmentation of wearable sensor data for parkinson's disease monitoring using convolutional neural networks.
ICMI
(2017)