Daniel Pichler
Daniel Pichler
Bestätigte E-Mail-Adresse bei tum.de
TitelZitiert vonJahr
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
722017
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
62018
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
42019
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 preprint arXiv:1706.00527, 2017
22017
Parkinson's Disease Assessment from a Wrist-Worn Wearable Sensor in Free-Living Conditions: Deep Ensemble Learning and Visualization
T Taewoong Um, FMJ Pfister, DC Pichler, S Endo, M Lang, S Hirche, ...
arXiv preprint arXiv:1808.02870, 2018
12018
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
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
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–11