Sven Festag

According to our database, Sven Festag authored at least 8 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Medical multivariate time series imputation and forecasting based on a recurrent conditional Wasserstein GAN and attention.

Sven Festag, Cord Spreckelsen

J. Biomed. Informatics, March, 2023

TrustNShare: Development of a Blockchain-Based Data Trust Model for Secure and Controlled Health Data Sharing Grounded on Empirical Research.

Hamza Maatouk, Sebastian Uschmann, Sven Festag, Tim Schneider, Anna Weber, Ngo Manh Khoi, Sven Bock, Stephan M. Jonas, Cord Spreckelsen, Friederike Klan

Proceedings of the Healthcare Transformation with Informatics and Artificial Intelligence, 2023

2022

Generative adversarial networks for biomedical time series forecasting and imputation.

Sven Festag, Joachim Denzler, Cord Spreckelsen

J. Biomed. Informatics, 2022

Outcome Prediction and Murmur Detection in Sets of Phonocardiograms by a Deep Learning-Based Ensemble Approach.

Sven Festag, Gideon Stein, Tim Büchner, Maha Shadaydeh, Joachim Denzler, Cord Spreckelsen

Proceedings of the Computing in Cardiology, 2022

2021

GAN-Based Prediction of Time Series.

Sven Festag, Cord Spreckelsen

Proceedings of the Public Health and Informatics, 2021

2020

Semantic Anomaly Detection in Medical Time Series.

Sven Festag, Cord Spreckelsen

Proceedings of the German Medical Data Sciences: Bringing Data to Life - Proceedings of the Joint Annual Meeting of the German Association of Medical Informatics, Biometry and Epidemiology (gmds e.V.) and the Central European Network, 2020

2019

A Visualisation and Extraction Tool for Time Series in the MIMIC III Database.

Sven Festag, Cord Spreckelsen

Proceedings of the German Medical Data Sciences: Shaping Change - Creative Solutions for Innovative Medicine - Proceedings of the 64th Annual Meeting of the German Association of Medical Informatics, Biometry and Epidemiology (gmds e.V.) 2019 in Dortmund, Germany, 2019

2017

Word Sense Disambiguation of Medical Terms via Recurrent Convolutional Neural Networks.

Sven Festag, Cord Spreckelsen

Proceedings of the Health Informatics Meets eHealth - Digital Insight - Information-Driven Health & Care, 2017