Generative adversarial networks for biomedical time series forecasting and imputation S Festag, J Denzler, C Spreckelsen Journal of Biomedical Informatics 129, 104058, 2022 | 20 | 2022 |
Word sense disambiguation of medical terms via recurrent convolutional neural networks S Festag, C Spreckelsen Health Informatics Meets eHealth, 8-15, 2017 | 14 | 2017 |
Privacy-preserving deep learning for the detection of protected health information in real-world data: Comparative evaluation S Festag, C Spreckelsen JMIR Formative Research 4 (5), e14064, 2020 | 9 | 2020 |
Medical multivariate time series imputation and forecasting based on a recurrent conditional Wasserstein GAN and attention S Festag, C Spreckelsen Journal of Biomedical Informatics 139, 104320, 2023 | 6 | 2023 |
Semantic anomaly detection in medical time series S Festag, C Spreckelsen German Medical Data Sciences: Bringing Data to Life: Proceedings of the …, 2021 | 5* | 2021 |
A Visualisation and Extraction Tool for Time Series in the MIMIC III Database. S Festag, C Spreckelsen GMDS, 134-141, 2019 | 3 | 2019 |
Using machine learning to estimate the calendar age based on autonomic cardiovascular function A Schumann, C Gaser, R Sabeghi, PC Schulze, S Festag, C Spreckelsen, ... Frontiers in Aging Neuroscience 14, 899249, 2023 | 2 | 2023 |
Simplifying Multimodal Clinical Research Data Management: Introducing an Integrated and User-Friendly Database Concept A Schweinar, F Wagner, C Klingner, S Festag, C Spreckelsen, S Brodoehl Applied Clinical Informatics, 2024 | | 2024 |
TrustNShare: Development of a Blockchain-Based Data Trust Model for Secure and Controlled Health Data Sharing Grounded on Empirical Research H Maatouk, S Uschmann, S Festag, T Schneider, A Weber, NM Khoi, ... 21st International Conference on Informatics, Management, and Technology in …, 2023 | | 2023 |
Outcome Prediction and Murmur Detection in Sets of Phonocardiograms by a Deep Learning-Based Ensemble Approach S Festag, G Stein, T Büchner, M Shadaydeh, J Denzler, C Spreckelsen 2022 Computing in Cardiology (CinC) 498, 1-4, 2022 | | 2022 |
GAN-Based Prediction of Time Series S Festag, C Spreckelsen Public Health and Informatics, 500-501, 2021 | | 2021 |