Follow
Bjarne Pfitzner
Bjarne Pfitzner
Research Assistant, Hasso Plattner Institute
Verified email at hpi.de
Title
Cited by
Cited by
Year
Federated learning in a medical context: a systematic literature review
B Pfitzner, N Steckhan, B Arnrich
ACM Transactions on Internet Technology (TOIT) 21 (2), 1-31, 2021
2002021
Poisoning attacks with generative adversarial nets
L Muñoz-González, B Pfitzner, M Russo, J Carnerero-Cano, EC Lupu
arXiv preprint arXiv:1906.07773, 2019
822019
Computational approaches to alleviate alarm fatigue in intensive care medicine: A systematic literature review
J Chromik, SAI Klopfenstein, B Pfitzner, ZC Sinno, B Arnrich, F Balzer, ...
Frontiers in digital health 4, 843747, 2022
242022
Dpd-fvae: Synthetic data generation using federated variational autoencoders with differentially-private decoder
B Pfitzner, B Arnrich
arXiv preprint arXiv:2211.11591, 2022
192022
Implicit model specialization through dag-based decentralized federated learning
J Beilharz, B Pfitzner, R Schmid, P Geppert, B Arnrich, A Polze
Proceedings of the 22nd International Middleware Conference, 310-322, 2021
192021
Defending against reconstruction attacks through differentially private federated learning for classification of heterogeneous chest x-ray data
J Ziegler, B Pfitzner, H Schulz, A Saalbach, B Arnrich
Sensors 22 (14), 5195, 2022
182022
Tangle ledger for decentralized learning
R Schmid, B Pfitzner, J Beilharz, B Arnrich, A Polze
2020 IEEE International Parallel and Distributed Processing Symposium …, 2020
182020
Differentially private federated learningfor anomaly detection in ehealth networks
A Cholakoska, B Pfitzner, H Gjoreski, V Rakovic, B Arnrich, M Kalendar
Adjunct Proceedings of the 2021 ACM International Joint Conference on …, 2021
162021
Sensor-based obsessive-compulsive disorder detection with personalised federated learning
K Kirsten, B Pfitzner, L Löper, B Arnrich
2021 20th IEEE International Conference on Machine Learning and Applications …, 2021
72021
Data augmentation of kinematic time-series from rehabilitation exercises using GANs
J Albert, P Glöckner, B Pfitzner, B Arnrich
2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS …, 2021
62021
Federated learning for network intrusion detection in ambient assisted living environments
A Cholakoska, H Gjoreski, V Rakovic, D Denkovski, M Kalendar, ...
IEEE Internet Computing 27 (4), 15-22, 2023
52023
Federated Learning for Activity Recognition: A System Level Perspective
S Kalabakov, B Jovanovski, D Denkovski, V Rakovic, B Pfitzner, O Konak, ...
IEEE Access 11, 64442-64457, 2023
42023
Perioperative risk assessment in pancreatic surgery using machine learning
B Pfitzner, J Chromik, R Brabender, E Fischer, A Kromer, A Winter, ...
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
42021
Extracting Alarm Events from the MIMIC-III Clinical Database.
J Chromik, B Pfitzner, N Ihde, M Michaelis, D Schmidt, SAI Klopfenstein, ...
HEALTHINF, 328-335, 2022
32022
Forecasting Thresholds Alarms in Medical Patient Monitors using Time Series Models.
J Chromik, B Pfitzner, N Ihde, M Michaelis, D Schmidt, SAI Klopfenstein, ...
HEALTHINF, 26-34, 2022
32022
Machine Learning based Anomaly Detection in Ambient Assisted Living Environments
A Cholakoska, V Rakovic, H Gjoreski, M Kalendar, B Pfitzner, B Arnrich
ETAI, 2021
22021
Human Activity Recognition with Wearables using Federated Learning
B Jovanovski, S Kalabakov, D Denkovski, V Rakovic, B Pfitzner, O Konak, ...
Proceedings of International Conference on Applied Innovation in IT 11 (1 …, 2023
12023
Enhancing Preoperative Outcome Prediction: A Comparative Retrospective Case–Control Study on Machine Learning versus the International Esodata Study Group Risk Model for …
A Winter, RP van de Water, B Pfitzner, M Ibach, C Riepe, R Ahlborn, ...
Cancers 16 (17), 3000, 2024
2024
Benchmarking of Federated Learning
B Pfitzner, B Arnrich
HPI Future SOC Lab–Proceedings 2019, 175, 2024
2024
Differentially-Private Federated Learning with Non-IID Data for Surgical Risk Prediction
B Pfitzner, MM Maurer, A Winter, C Riepe, IM Sauer, R Van de Water, ...
2024 IEEE First International Conference on Artificial Intelligence for …, 2024
2024
The system can't perform the operation now. Try again later.
Articles 1–20