One evaluation of model-based testing and its automation. - Alexander Pretschner; Wolfgang Prenninger; Stefan Wagner 001; Christian Kühnel; Martin Baumgartner; Bernd Sostawa; Rüdiger Zölch; Thomas Stauner (ICSE, 2005)

Multi-Stream Deep Neural Network For 12-Lead ECG Classification. - Martin Baumgartner; Alphons Eggerth; Andreas Ziegl; Dieter Hayn; Günter Schreier 001 (CinC, 2020)

Experimenting with Generative Adversarial Networks to Expand Sparse Physiological Time-Series Data. - Martin Baumgartner; Alphons Eggerth; Andreas Ziegl; Dieter Hayn; Günter Schreier 001 (dHealth, 2020)

ECG Classification Combining Conventional Signal Analysis, Random Forests and Neural Networks - a Stacked Learning Scheme. - Martin Baumgartner; Martin Kropf; Lukas Haider; Sai Veeranki; Dieter Hayn; Günter Schreier 001 (CinC, 2021)

Impact Analysis of De-Identification in Clinical Notes Classification. - Martin Baumgartner; Günter Schreier 001; Dieter Hayn; Karl Kreiner; Lukas Haider; Fabian Wiesmüller; Luca Brunelli; Gerhard Pölzl (dHealth, 2022)

Integration of Python Modules in a MATLAB-Based Predictive Analytics Toolset for Healthcare. - Lukas Haider; Martin Baumgartner; Dieter Hayn; Günter Schreier 001 (dHealth, 2022)

Towards a Verification Approach of a Smart Registry for Chronic Heart Failure Patients. - 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; et al. (dHealth, 2023)

Classification of Clinical Notes from a Heart Failure Telehealth Network. - Fabian Wiesmüller; Aaron Lauschenski; Martin Baumgartner; Dieter Hayn; Karl Kreiner; Bettina Fetz; Luca Brunelli; Gerhard Pölzl; Bernhard Pfeifer; Sabrina B. Neururer; Günter Schreier 001 (MIE, 2023)

Introduction and Comparison of Novel Decentral Learning Schemes with Multiple Data Pools for Privacy-Preserving ECG Classification. - Martin Baumgartner; Sai Pavan Kumar Veeranki; Dieter Hayn; Günter Schreier 001 (J. Heal. Informatics Res., 2023)

Neural Network-Based Prediction of Perceived Sleep Quality Through Wearable Device Data. - Martin Baumgartner; Manuel Grössl; Raphaela Haumer; Katharina Poimer; Flora Prantl; Katharina Weick; Markus Falgenhauer; Stefan Beyer; Andreas Ziegl; Aaron Lauschensky; Fabian Wiesmüller; Karl Kreiner; et al. (dHealth, 2024)

Masketeer: An Ensemble-Based Pseudonymization Tool with Entity Recognition for German Unstructured Medical Free Text. - Martin Baumgartner; Karl Kreiner; Fabian Wiesmüller; Dieter Hayn; Christian Puelacher; Günter Schreier 001 (Future Internet, 2024)

A Novel Deep Ensemble Method for Selective Classification of Electrocardiograms. - Ahmadreza Argha; Hamid Alinejad-Rokny; Martin Baumgartner; Günter Schreier 001; Branko G. Celler; Stephen J. Redmond; Ken Butcher; Sze-Yuan Ooi; Nigel H. Lovell (IEEE Trans. Biomed. Eng., 2025)