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 | 862 | 2017 |
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 | 188 | 2014 |
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 | 61 | 2020 |
Blockchain-enabled clinical study consent management HH Jung, FMJ Pfister Technology Innovation Management Review 10 (2), 14-24, 2020 | 27 | 2020 |
Wearable-based parkinson’s disease severity monitoring using deep learning J Goschenhofer, FMJ Pfister, KA Yuksel, B Bischl, U Fietzek, J Thomas Machine Learning and Knowledge Discovery in Databases: European Conference …, 2020 | 24 | 2020 |
Self-supervised out-of-distribution detection in brain CT scans AR Venkatakrishnan, ST Kim, R Eisawy, F Pfister, N Navab arXiv preprint arXiv:2011.05428, 2020 | 22 | 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 | 16 | 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 | 15 | 2019 |
Faster and better: how anomaly detection can accelerate and improve reporting of head computed tomography T Finck, J Moosbauer, M Probst, S Schlaeger, M Schuberth, D Schinz, ... Diagnostics 12 (2), 452, 2022 | 9 | 2022 |
Glowin: A flow-based invertible generative framework for learning disentangled feature representations in medical images A Sankar, M Keicher, R Eisawy, A Parida, F Pfister, ST Kim, N Navab arXiv preprint arXiv:2103.10868, 2021 | 9 | 2021 |
Voice analysis to differentiate the dopaminergic response in people with Parkinson's disease A Jain, K Abedinpour, O Polat, MM Çalışkan, A Asaei, FMJ Pfister, ... Frontiers in human neuroscience 15, 667997, 2021 | 8 | 2021 |
Automated pathology detection and patient triage in routinely acquired head computed tomography scans T Finck, D Schinz, L Grundl, R Eisawy, M Yigitsoy, J Moosbauer, F Pfister, ... Investigative Radiology 56 (9), 571-578, 2021 | 6 | 2021 |
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 |
Automated Detection of Ischemic Stroke and Subsequent Patient Triage in Routinely Acquired Head CT T Finck, D Schinz, L Grundl, R Eisawy, M Yiğitsoy, J Moosbauer, ... Clinical Neuroradiology 32 (2), 419-426, 2022 | 2 | 2022 |
Time for change–closing the loop in Parkinson’s Disease FMJ Pfister, AO Ceballos-Baumann, UM Fietzek Basal Ganglia 4 (6), 191, 2016 | 2 | 2016 |
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 |
Technique for generating a medical report F Pfister, S Byas US Patent App. 18/031,648, 2023 | | 2023 |
RAISE--Radiology AI Safety, an End-to-end lifecycle approach MJ Cardoso, J Moosbauer, TS Cook, BS Erdal, B Genereaux, V Gupta, ... arXiv preprint arXiv:2311.14570, 2023 | | 2023 |