| 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 | 723 | 2017 |
| 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), 5860, 2020 | 47 | 2020 |
| 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 | 14 | 2018 |
| 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 | 12 | 2019 |
| & Kulić, D.(2017, November). Data augmentation of wearable sensor data for parkinson’s disease monitoring using convolutional neural networks TT Um, FM Pfister, D Pichler, S Endo, M Lang, S Hirche Proceedings of the 19th ACM international conference on multimodal …, 0 | 5 | |
| 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 e-prints, arXiv: 1808.02870, 2018 | 3 | 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 | 1 | 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 | 1 | 2017 |
| 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, ... | 1 | 2017 |
| 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 |
| 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, ... | | 2017 |
