Franz MJ Pfister
Franz MJ Pfister
Data Science, LMU
Verified email at campus.lmu.de
Title
Cited by
Cited by
Year
Data augmentation of wearable sensor data for parkinsonís 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†Ö, 2017
1372017
Multiparametric optical analysis of mitochondrial redox signals during neuronal physiology and pathology in vivo
MO Breckwoldt, FMJ Pfister, PM Bradley, P Marinković, PR Williams, ...
Nature medicine 20 (5), 555-560, 2014
1262014
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
102018
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
Wearable-based Parkinsonís Disease Severity Monitoring using Deep Learning
J Goschenhofer, FMJ Pfister, KA Yuksel, B Bischl, U Fietzek, J Thomas
Joint European Conference on Machine Learning and Knowledge Discovery in†Ö, 2019
42019
Computationally Efficient CFD Prediction of Bubbly Flow using Physics-Guided Deep Learning
H Bao, J Feng, N Dinh, H Zhang
International Journal of Multiphase Flow, 103378, 2020
32020
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, arXiv: 1706.00527, 2017
32017
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, arXiv: 1808.02870, 2018
22018
Time for changeĖclosing the loop in Parkinsonís Disease
FMJ Pfister, AO Ceballos-Baumann, UM Fietzek
Basal Ganglia 4 (6), 191, 2016
22016
Deep Learning in Objective Classification of Spontaneous Movement of Patients with Parkinsonís 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 parkinsonís Disease Using convolutional neural networks
FMJ Pfister, TT Um, DC Pichler, J Goschenhofer, K Abedinpour, M Lang, ...
Scientific reports 10 (1), 1-11, 2020
2020
Train, Learn, Expand, Repeat
A Parida, A Sankar, R Eisawy, T Finck, B Wiestler, F Pfister, J Moosbauer
arXiv preprint arXiv:2003.08469, 2020
2020
Granular Motor State Monitoring of Free Living Parkinson's Disease Patients via Deep Learning
KA Yuksel, J Goschenhofer, HV Varma, U Fietzek, FMJ Pfister
arXiv preprint arXiv:1911.06913, 2019
2019
Advanced autonomous motor state detection from wrist-worn sensor in persons with PD: 2157
J Goschenhofer, F Pfister, K Yuksel, J Thomas, B Fischl, ...
Movement Disorders 34, 2019
2019
Recognition of subjects with early-stage Parkinson from free-living unilateral wrist-sensor data using a hierarchical machine learning model
FMJ Pfister, A von Schumann, J Bemetz, J Thomas, A Ceballos-Baumann, ...
JOURNAL OF NEURAL TRANSMISSION 126 (5), 663-663, 2019
2019
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
DISTINGUISHING ON FROM OFF MOTOR STATE BY PHONE ATTRIBUTE CODES IN PATIENTS WITH PARKINSONíS DISEASE
K Abedinpour, A Asaei, M Cernak, D Milana, R Advani, FMJ Pfister, ...
Age [yrs] 66, 7, 2018
2018
Dynamics-based estimation of Parkinsonís disease severity using Gaussian Processes⋆
S Endo, FMJ 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
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