Martin Baumgartner

18 papers A* 1Journal 5Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Development and validation of random-forest based federated ensemble learning algorithms for delirium prediction using electronic medical records from eleven hospitals in Austria: a retrospective study.
BMC Medical Informatics Decis. Mak.
Sai Pavan Kumar Veeranki, Dieter Hayn, Diether Kramer, Piyush Gajananrao Gampawar, Martin Baumgartner, Lena Delia Lorenzer, Michael Schrempf, Günter Schreier
2025 J jnl
A Novel Deep Ensemble Method for Selective Classification of Electrocardiograms.
IEEE Trans. Biomed. Eng.
Ahmadreza Argha, Hamid Alinejad-Rokny, Martin Baumgartner, Günter Schreier, Branko G. Celler, Stephen J. Redmond, Ken Butcher, Sze-Yuan Ooi, Nigel H. Lovell
2024 J jnl
Masketeer: An Ensemble-Based Pseudonymization Tool with Entity Recognition for German Unstructured Medical Free Text.
Future Internet
Martin Baumgartner, Karl Kreiner, Fabian Wiesmüller, Dieter Hayn, Christian Puelacher, Günter Schreier
2024 — conf
Neural Network-Based Prediction of Perceived Sleep Quality Through Wearable Device Data.
dHealth
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
2024 — ed.
dHealth 2024 - Proceedings of the 18th Health Informatics Meets Digital Health Conference, Vienna, Austria, May 7-8, 2024.
dHealth
Dieter Hayn, Bernhard Pfeifer, Günter Schreier, Martin Baumgartner
2023 — conf
Classification of Clinical Notes from a Heart Failure Telehealth Network.
MIE
Fabian Wiesmüller, Aaron Lauschenski, Martin Baumgartner, Dieter Hayn, Karl Kreiner, Bettina Fetz, Luca Brunelli, Gerhard Pölzl, Bernhard Pfeifer, Sabrina B. Neururer, Günter Schreier
2023 J jnl
Introduction and Comparison of Novel Decentral Learning Schemes with Multiple Data Pools for Privacy-Preserving ECG Classification.
J. Heal. Informatics Res.
Martin Baumgartner, Sai Pavan Kumar Veeranki, Dieter Hayn, Günter Schreier
2023 — conf
Towards a Verification Approach of a Smart Registry for Chronic Heart Failure Patients.
dHealth
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
2023 — ed.
dHealth 2023 - Proceedings of the 17th Health Informatics Meets Digital Health Conference, Vienna, Austria, May 16-17, 2023.
dHealth
Bernhard Pfeifer, Günter Schreier, Martin Baumgartner, Dieter Hayn
2022 — conf
Impact Analysis of De-Identification in Clinical Notes Classification.
dHealth
Martin Baumgartner, Günter Schreier, Dieter Hayn, Karl Kreiner, Lukas Haider, Fabian Wiesmüller, Luca Brunelli, Gerhard Pölzl
2022 — conf
Integration of Python Modules in a MATLAB-Based Predictive Analytics Toolset for Healthcare.
dHealth
Lukas Haider, Martin Baumgartner, Dieter Hayn, Günter Schreier
2022 — ed.
dHealth 2022 - Proceedings of the 16th Health Informatics Meets Digital Health Conference, Vienna, Austria, May 24-25, 2022.
dHealth
Günter Schreier, Bernhard Pfeifer, Martin Baumgartner, Dieter Hayn
2021 — conf
ECG Classification Combining Conventional Signal Analysis, Random Forests and Neural Networks - a Stacked Learning Scheme.
CinC
Martin Baumgartner, Martin Kropf, Lukas Haider, Sai Veeranki, Dieter Hayn, Günter Schreier
2021 — ed.
Navigating Healthcare Through Challenging Times - Proceedings of dHealth 2021 - Health Informatics Meets Digital Health, Virtual Conference, May 11-12, 2021
dHealth
Dieter Hayn, Günter Schreier, Martin Baumgartner
2020 — conf
Experimenting with Generative Adversarial Networks to Expand Sparse Physiological Time-Series Data.
dHealth
Martin Baumgartner, Alphons Eggerth, Andreas Ziegl, Dieter Hayn, Günter Schreier
2020 — conf
Multi-Stream Deep Neural Network For 12-Lead ECG Classification.
CinC
Martin Baumgartner, Alphons Eggerth, Andreas Ziegl, Dieter Hayn, Günter Schreier
2017 J jnl
One evaluation of model-based testing and its automation.
CoRR
Alexander Pretschner, Wolfgang Prenninger, Stefan Wagner, Christian Kühnel, Martin Baumgartner, Bernd Sostawa, Rüdiger Zölch, Thomas Stauner
2005 A* conf
One evaluation of model-based testing and its automation.
ICSE
Alexander Pretschner, Wolfgang Prenninger, Stefan Wagner, Christian Kühnel, Martin Baumgartner, Bernd Sostawa, Rüdiger Zölch, Thomas Stauner