Login / Signup
Martin Baumgartner
ORCID
Publication Activity (10 Years)
Years Active: 2005-2024
Publications (10 Years): 10
Top Topics
Neural Network
Predictive Analytics
Tree Ensembles
Heart Failure
Top Venues
dHealth
CinC
CoRR
MIE
</>
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)