Search Results for author: Daniel Pichler

Found 2 papers, 1 papers with code

A Multi-layer Gaussian Process for Motor Symptom Estimation in People with Parkinson's Disease

no code implementations31 Aug 2018 Muriel Lang, Franz M. J. Pfister, Jakob Fröhner, Kian Abedinpour, Daniel Pichler, Urban Fietzek, Terry T. Um, Dana Kulić, Satoshi Endo, Sandra Hirche

The assessment of Parkinson's disease (PD) poses a significant challenge as it is influenced by various factors which lead to a complex and fluctuating symptom manifestation.

Management

Data Augmentation of Wearable Sensor Data for Parkinson's Disease Monitoring using Convolutional Neural Networks

2 code implementations2 Jun 2017 Terry Taewoong Um, Franz Michael Josef Pfister, Daniel Pichler, Satoshi Endo, Muriel Lang, Sandra Hirche, Urban Fietzek, Dana Kulić

While convolutional neural networks (CNNs) have been successfully applied to many challenging classification applications, they typically require large datasets for training.

Classification Data Augmentation +1

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