Martin Baumgartner

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 10

Top Topics

Predictive Analytics

Top Venues

Publications

Martin Baumgartner, Manuel Grössl, Raphaela Haumer, Katharina Poimer, Flora Prantl, Katharina Weick, Markus Falgenhauer, Stefan Beyer, Andreas Ziegl, Aaron Lauschensky, Fabian Wiesmüller, Karl Kreiner, Dieter Hayn, Günter Schreier
Neural Network-Based Prediction of Perceived Sleep Quality Through Wearable Device Data. dHealth (2024)
Christoph Eberharter, Martin Baumgartner, Karl Kreiner, Aaron Lauschensky, Robert Modre-Osprian, Sabrina B. Neururer, Dieter Hayn, Luca Brunelli, Gerald Slamanig, Sarah Prantl, Bernhard Pfeifer, Gerhard Pölzl, Günter Schreier
Towards a Verification Approach of a Smart Registry for Chronic Heart Failure Patients. dHealth (2023)
Martin Baumgartner, Sai Pavan Kumar Veeranki, Dieter Hayn, Günter Schreier
Introduction and Comparison of Novel Decentral Learning Schemes with Multiple Data Pools for Privacy-Preserving ECG Classification. J. Heal. Informatics Res. 7 (3) (2023)
Fabian Wiesmüller, Aaron Lauschenski, Martin Baumgartner, Dieter Hayn, Karl Kreiner, Bettina Fetz, Luca Brunelli, Gerhard Pölzl, Bernhard Pfeifer, Sabrina B. Neururer, Günter Schreier
Classification of Clinical Notes from a Heart Failure Telehealth Network. MIE (2023)
Martin Baumgartner, Günter Schreier, Dieter Hayn, Karl Kreiner, Lukas Haider, Fabian Wiesmüller, Luca Brunelli, Gerhard Pölzl
Impact Analysis of De-Identification in Clinical Notes Classification. dHealth (2022)
Lukas Haider, Martin Baumgartner, Dieter Hayn, Günter Schreier
Integration of Python Modules in a MATLAB-Based Predictive Analytics Toolset for Healthcare. dHealth (2022)
Martin Baumgartner, Martin Kropf, Lukas Haider, Sai Veeranki, Dieter Hayn, Günter Schreier
ECG Classification Combining Conventional Signal Analysis, Random Forests and Neural Networks - a Stacked Learning Scheme. CinC (2021)
Martin Baumgartner, Alphons Eggerth, Andreas Ziegl, Dieter Hayn, Günter Schreier
Experimenting with Generative Adversarial Networks to Expand Sparse Physiological Time-Series Data. dHealth (2020)
Martin Baumgartner, Alphons Eggerth, Andreas Ziegl, Dieter Hayn, Günter Schreier
Multi-Stream Deep Neural Network For 12-Lead ECG Classification. CinC (2020)
Alexander Pretschner, Wolfgang Prenninger, Stefan Wagner, Christian Kühnel, Martin Baumgartner, Bernd Sostawa, Rüdiger Zölch, Thomas Stauner
One evaluation of model-based testing and its automation. CoRR (2017)
Alexander Pretschner, Wolfgang Prenninger, Stefan Wagner, Christian Kühnel, Martin Baumgartner, Bernd Sostawa, Rüdiger Zölch, Thomas Stauner
One evaluation of model-based testing and its automation. ICSE (2005)