Daniel Pichler
Daniel Pichler
Verified email at tum.de
Title
Cited by
Cited by
Year
Data augmentation of wearable sensor data for parkinson’s disease monitoring using convolutional neural networks
TT Um, FMJ Pfister, D Pichler, S Endo, M Lang, S Hirche, U Fietzek, ...
Proceedings of the 19th ACM International Conference on Multimodal …, 2017
2162017
Parkinson's disease assessment from a wrist-worn wearable sensor in free-living conditions: Deep ensemble learning and visualization
TT Um, FMJ Pfister, DC Pichler, S Endo, M Lang, S Hirche, U Fietzek, ...
arXiv preprint arXiv:1808.02870, 2018
122018
High-Resolution Motor State Detection in parkinson’s Disease Using convolutional neural networks
FMJ Pfister, TT Um, DC Pichler, J Goschenhofer, K Abedinpour, M Lang, ...
Scientific reports 10 (1), 1-11, 2020
92020
A Multi-Layer Gaussian Process for Motor Symptom Estimation in People With Parkinson's Disease
M Lang, FMJ Pfister, J Fröhner, K Abedinpour, D Pichler, U Fietzek, ...
IEEE Transactions on Biomedical Engineering 66 (11), 3038-3049, 2019
52019
Data augmentation of wearable sensor data for parkinson's disease monitoring using convolutional neural networks
T Taewoong Um, FMJ Pfister, D Pichler, S Endo, M Lang, S Hirche, ...
arXiv e-prints, arXiv: 1706.00527, 2017
32017
Deep Learning in Objective Classification of Spontaneous Movement of Patients with Parkinson’s Disease Using Large-Scale Free-Living Sensor Data
F Pfister, D Kulić, T Um, D Pichler, A Ahmadi, M Lang, G König, F Achilles, ...
12017
High-Resolution Motor State Detection in Parkinson’s Disease Using Convolutional Neural Networks
PF MJ, TT Um, DC Pichler, G Jann, A Kian, M Lang, E Satoshi, ...
Scientific Reports (Nature Publisher Group) 10 (1), 2020
2020
Quantification of the PD Motor Syndrome Using an Inclusive Score (PD9) Derived from Sensor Data with Deep Learning
F Pfister, J Goschenhofer, T Um, D Pichler, K Abedinpour, D Kulic, ...
MOVEMENT DISORDERS 33, S664-S665, 2018
2018
Dynamics-based estimation of Parkinson's disease severity using Gaussian Processes
S Endo, FJ Pfister, J Fröhner, U Fietzek, D Pichler, K Abedinpour, TT Um, ...
Second IFAC Conference on Cyber-Physical & Human Systems, 2018
2018
Long-term detection of motor fluctuations by wrist-worn sensors in Parkinson's disease
D Pichler, U Fietzek, F Pfister, A Ahmadi, F Achilles, K Abedinpour, ...
Basal Ganglia 8, 22, 2017
2017
Untersuchung und Beurteilung der motorischen Symptome der Parkinson-Erkrankung mittels eines am Handgelenk getragenen Sensors und eines Bewegungserfassungssystems
D Pichler, M Lang, FMJ Pfister, T Um, GCS König, S Endo, K Abedinpour, ...
DGN-Kongress 2017, 2017
2017
Acquisition, Validation and Preprocessing of Wrist-Worn Sensor Data in Patients with Parkinson’s Disease and Healthy Controls
D Pichler, M Lang, D Kulić, F Pfister, G Koenig, T Um, A Ahmadi, S Endo, ...
International Parkinson and Movement Disorder Society, 2017
2017
The system can't perform the operation now. Try again later.
Articles 1–12