Günter Schreier

Publication Activity (10 Years)

Years Active: 2004-2021
Publications (10 Years): 48

Top Topics

Machine Learning

Predictive Model

Top Venues

Publications

Ane Diz Felipe, Andreas Ziegl, Dieter Hayn, Günter Schreier
Development of Algorithms for Automated Timed Up-and-Go Test Subtask and Step Frequency Analysis. ICIMTH (2021)
Grant Castelyn, Liliana Laranjo, Günter Schreier, Blanca Gallego
Predictive performance and impact of algorithms in remote monitoring of chronic conditions: A systematic review and meta-analysis. Int. J. Medical Informatics 156 (2021)
Andreas Ziegl, Angelika Rzepka, Peter Kastner, Hannah Vinatzer, Kurt Edegger, Dieter Hayn, Sandra Prescher, Volker Möller, Günter Schreier
mHealth 6-minute walk test - accuracy for detecting clinically relevant differences in heart failure patients. EMBC (2021)
Andreas Ziegl, Dieter Hayn, Peter Kastner, Ester Fabiani, Bostjan Simunic, Kerstin Löffler, Lisa Weidinger, Bianca Brix, Nandu Goswami, Günter Schreier
Quantification of the Link between Timed Up-and-Go Test Subtasks and Contractile Muscle Properties. Sensors 21 (19) (2021)
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)
Aaron Lauschensky, Dieter Hayn, Alphons Eggerth, Robert Modre-Osprian, Bernhard Pfeifer, Tim Egelseer-Bründl, Gerhard Pölzl, Günter Schreier
Concept for Visualisation of Guideline Adherence of Medication Prescriptions in a Heart Failure Telehealth System. dHealth (2020)
Lea Demelius, Karl Kreiner, Dieter Hayn, Michael Nitzlnader, Günter Schreier
Encoding of Numerical Data for Privacy-Preserving Record Linkage. dHealth (2020)
Fabian Wiesmüller, Alphons Eggerth, Karl Kreiner, Dieter Hayn, Sten Hanke, Bernhard Pfeifer, Gerhard Pölzl, Tim Egelseer-Bründl, Günter Schreier
Automated Extraction of Time References From Clinical Notes in a Heart Failure Telehealth Network. CinC (2020)
Martin Baumgartner, Alphons Eggerth, Andreas Ziegl, Dieter Hayn, Günter Schreier
Multi-Stream Deep Neural Network For 12-Lead ECG Classification. CinC (2020)
Alphons Eggerth, Karl Kreiner, Dieter Hayn, Bernhard Pfeifer, Gerhard Pölzl, Tim Egelseer-Bründl, Günter Schreier
Natural Language Processing for Detecting Medication-Related Notes in Heart Failure Telehealth Patients. MIE (2020)
Andreas Ziegl, Dieter Hayn, Peter Kastner, Kerstin Löffler, Lisa Weidinger, Bianca Brix, Nandu Goswami, Günter Schreier
Machine Learning Based Walking Aid Detection in Timed Up-and-Go Test Recordings of Elderly Patients. EMBC (2020)
Stefanie Jauk, Diether Kramer, Franz Quehenberger, Sai Pavan Kumar Veeranki, Dieter Hayn, Günter Schreier, Werner Leodolter
Information Adapted Machine Learning Models for Prediction in Clinical Workflow. dHealth (2019)
Alphons Eggerth, Dieter Hayn, Karl Kreiner, Sai Veeranki, Heimo Traninger, Robert Modre-Osprian, Günter Schreier
Patient Record Linkage for Data Quality Assessment Based on Time Series Matching. dHealth (2019)
Michael Sams, Alphons Eggerth, Dieter Hayn, Sai Veeranki, Günter Schreier
Predictive Modelling and Its Visualization for Telehealth Data - Concept and Implementation of an Interactive Viewer. dHealth (2019)
Sai Pavan Kumar Veeranki, Dieter Hayn, Stefanie Jauk, Franz Quehenberger, Diether Kramer, Werner Leodolter, Günter Schreier
An Improvised Classification Model for Predicting Delirium. MedInfo (2019)
Sai Pavan Kumar Veeranki, Diether Kramer, Dieter Hayn, Stefanie Jauk, Alphons Eggerth, Franz Quehenberger, Werner Leodolter, Günter Schreier
Is Regular Re-Training of a Predictive Delirium Model Necessary After Deployment in Routine Care? dHealth (2019)
Sai Veeranki, Dieter Hayn, Alphons Eggerth, Stefanie Jauk, Diether Kramer, Werner Leodolter, Günter Schreier
On the Representation of Machine Learning Results for Delirium Prediction in a Hospital Information System in Routine Care. ICIMTH (2018)
Karl Kreiner, Dieter Hayn, Günter Schreier
Twister: A Tool for Reducing Screening Time in Systematic Literature Reviews. EFMI-STC (2018)
Sai P. K. Veeranki, Dieter Hayn, Diether Kramer, Stefanie Jauk, Günter Schreier
Effect of Nursing Assessment on Predictive Delirium Models in Hospitalised Patients. eHealth (2018)
Alphons Eggerth, Dieter Hayn, Sai Veeranki, Jörg Stieg, Günter Schreier
Prediction of Readmissions in the German DRG System Based on §21 Datasets. GMDS (2018)
Dieter Hayn, Sai Veeranki, Martin Kropf, Alphons Eggerth, Karl Kreiner, Diether Kramer, Günter Schreier
Predictive analytics for data driven decision support in health and care. it Inf. Technol. 60 (4) (2018)
Andreas Ziegl, Peter Kastner, Robert Modre-Osprian, Günter Schreier
Automated Measurement and Subtask Analysis of the Timed Upand- Go Test in the Field of Geriatrics. EMBC (2018)
Patrick Mayr, Markus Falgenhauer, Robert Modre-Osprian, Peter Hofmann, Heimo Traninger, Michael Rath, Günter Schreier
HEALTHeBIKES - Smart E-Bike Prototype for Controlled Exercise in Telerehabilitation Programs. eHealth (2018)
Alphons Eggerth, Dieter Hayn, Sai Veeranki, Jörg Stieg, Günter Schreier
Utilising Information of the Case Fee Catalogue to Enhance 30-Day Readmission Prediction in the German DRG System. EFMI-STC (2018)
Ahmed S. Hameed, Robert Modre-Osprian, Günter Schreier
Identification of Cost Indicators with Significant Economic Impact on the Total Treatment Costs of Chronic Heart Vailure Patients - A Meta-Analysis. eHealth (2017)
Dieter Hayn, Harald Walch, Jörg Stieg, Karl Kreiner, Hubert Ebner, Günter Schreier
Plausibility of Individual Decisions from Random Forests in Clinical Predictive Modelling Applications. eHealth (2017)
Dieter Hayn, Karl Kreiner, Hubert Ebner, Peter Kastner, Nada Breznik, Angelika Rzepka, Axel Hofmann, Hans Gombotz, Günter Schreier
Development of Multivariable Models to Predict and Benchmark Transfusion in Elective Surgery Supporting Patient Blood Management. Appl. Clin. Inform. 8 (02) (2017)
Hanna Suominen, Henning Müller, Lucila Ohno-Machado, Sanna Salanterä, Günter Schreier, Leif Hanlen
Prerequisites for International Exchanges of Health Information for Record Research: Comparison of Australian, Austrian, Finnish, Swiss, and US Policies. MedInfo (2017)
Andreas Ziegl, Robert Modre-Osprian, Alberto Sánchez, Markus Falgenhauer, Peter Kastner, Günter Schreier
Timed Up-and-Go Device for Unsupervised Functional Assessment of Elderly Patients. eHealth (2017)
Diether Kramer, Sai Veeranki, Dieter Hayn, Franz Quehenberger, Werner Leodolter, Christian Jagsch, Günter Schreier
Development and Validation of a Multivariable Prediction Model for the Occurrence of Delirium in Hospitalized Gerontopsychiatry and Internal Medicine Patients. eHealth (2017)
Alphons Eggerth, Robert Modre-Osprian, Dieter Hayn, Peter Kastner, Gerhard Pölzl, Günter Schreier
Comparison of Body Weight Trend Algorithms for Prediction of Heart Failure Related Events in Home Care Setting. eHealth (2017)
Martin Kropf, Dieter Hayn, Günter Schreier
ECG Classification Based on Time and Frequency Domain Features Using Random Forrests. CinC (2017)
Hubert Ebner, Dieter Hayn, Markus Falgenhauer, Michael Nitzlnader, Gudrun Schleiermacher, Riccardo Haupt, Giovanni Erminio, Raffaella Defferrari, Katia Mazzocco, Jan Kohler, Gian Paolo Tonini, Ruth Ladenstein, Günter Schreier
Piloting the European Unified Patient Identity Management (EUPID) Concept to Facilitate Secondary Use of Neuroblastoma Data from Clinical Trials and Biobanking. eHealth (2016)
Dieter Hayn, Markus Falgenhauer, Martin Kropf, Michael Nitzlnader, Stefan Welte, Hubert Ebner, Ruth Ladenstein, Gudrun Schleiermacher, Barbara Hero, Günter Schreier
IT Infrastructure for Merging Data from Different Clinical Trials and Across Independent Research Networks. MIE (2016)
Michael Nitzlnader, Adela Cañete Nieto, Antonio Juan Ribelles, Barbara Brunmair, Ruth Ladenstein, Günter Schreier
Interoperability Architecture for a Paediatric Oncology European Reference Network. eHealth (2016)
Hanna Suominen, Henning Müller, Lucila Ohno-Machado, Sanna Salanterä, Günter Schreier, Leif Hanlen
Prerequisites for International Exchanges of Health Information: Comparison of Australian, Austrian, Finnish, Swiss, and US Privacy Policies. CoRR (2016)
Dieter Hayn, Karl Kreiner, Peter Kastner, Nada Breznik, Axel Hofmann, Hans Gombotz, Günter Schreier
Data Driven Methods for Predicting Blood Transfusion Needs in Elective Surgery. eHealth (2016)
Katharina Duregger, Dieter Hayn, Michael Nitzlnader, Martin Kropf, Markus Falgenhauer, Ruth Ladenstein, Günter Schreier
Electronic Patient Reported Outcomes in Paediatric Oncology - Applying Mobile and Near Field Communication Technology. eHealth (2016)
Claudio Zluga, Robert Modre-Osprian, Peter Kastner, Günter Schreier
Continual Screening of Patients Using mHealth: The Rolling Score Concept Applied to Sleep Medicine. eHealth (2016)
Peter Kastner, Nada Breznik, Hans Gombotz, Axel Hofmann, Günter Schreier
Implementation and Validation of a Conceptual Benchmarking Framework for Patient Blood Management. eHealth (2015)
Michael Nitzlnader, Markus Falgenhauer, Christian Gossy, Günter Schreier
Architecture for an Advanced Biomedical Collaboration Domain for the European Paediatric Cancer Research Community (ABCD-4-E). eHealth (2015)
Katharina Gruber, Robert Modre-Osprian, Karl Kreiner, Peter Kastner, Günter Schreier
Development of Text Mining Based Classification of Written Communication within a Telemedical Collaborative Network. eHealth (2015)
Katharina Duregger, Dieter Hayn, Jürgen Morak, Ruth Ladenstein, Günter Schreier
An mHealth system for toxicity monitoring of paediatric oncological patients using Near Field Communication technology. EMBC (2015)
Nina Hochedlinger, Michael Nitzlnader, Markus Falgenhauer, Stefan Welte, Dieter Hayn, Lefteris Koumakis, George Potamias, Manolis Tsiknakis, Davide Saraceno, Eugenia Rinaldi, Ruth Ladenstein, Günter Schreier
Standardized Data Sharing in a Paediatric Oncology Research Network - A Proof-of-Concept Study. eHealth (2015)
Robert Modre-Osprian, Katharina Gruber, Karl Kreiner, Günter Schreier, Gerhard Pölzl, Peter Kastner
Textual Analysis of Collaboration Notes of the Telemedical Heart Failure Network HerzMobil Tirol. eHealth (2015)
Dieter Hayn, Markus Falgenhauer, Jürgen Morak, Karin Wipfler, Viktoria Willner, Walter Liebhart, Günter Schreier
An eHealth System for Pressure Ulcer Risk Assessment Based on Accelerometer and Pressure Data. J. Sensors 2015 (2015)
Martin Kropf, Robert Modre-Osprian, Katharina Gruber, Friedrich Fruhwald, Günter Schreier
Evaluation of a Clinical Decision Support Rule-set for Medication Adjustments in mHealth-based Heart Failure Management. eHealth (2015)
Martin Kropf, Robert Modre-Osprian, Dieter Hayn, Friedrich Fruhwald, Günter Schreier
Telemonitoring in heart failure patients with clinical decision support to optimize medication doses based on guidelines. EMBC (2014)
Hubert Ebner, Robert Modre-Osprian, Peter Kastner, Günter Schreier
Integrated Medication Management in mHealth Applications. eHealth (2014)
Michael Nitzlnader, Günter Schreier
Patient Identity Management for Secondary Use of Biomedical Research Data in a Distributed Computing Environment. eHealth (2014)
Ahmed S. Hameed, Stefan Sauermann, Günter Schreier
The Impact of Adherence on Costs and Effectiveness of Telemedical Patient Management in Heart Failure: A Systematic Review. eHealth (2014)
Günter Schreier, Mark Schwarz, Robert Modre-Osprian, Peter Kastner, Daniel Scherr, Friedrich Fruhwald
Design and evaluation of a multimodal mHealth based medication management system for patient self administration. EMBC (2013)
Martin Kropf, Robert Modre-Osprian, Günter Schreier, Dieter Hayn
A Robust Algorithm for Fetal QRS Detection using the Non-invasive Maternal Abdomen ECGs. CinC (2013)
Dieter Hayn, Friedrich Fruhwald, Arthur Riedel, Markus Falgenhauer, Günter Schreier
Leg Edema Quantification for Heart Failure Patients via 3D Imaging. Sensors 13 (8) (2013)
Jürgen Morak, Mark Schwarz, Dieter Hayn, Günter Schreier
Feasibility of mHealth and Near Field Communication technology based medication adherence monitoring. EMBC (2012)
Jürgen Morak, Hannes Kumpusch, Dieter Hayn, Robert Modre-Osprian, Günter Schreier
Design and Evaluation of a Telemonitoring Concept Based on NFC-Enabled Mobile Phones and Sensor Devices. IEEE Trans. Inf. Technol. Biomed. 16 (1) (2012)
Jesús D. Trigo, Ignacio Martínez, Álvaro Alesanco Iglesias, Alexander Kollmann, Javier Escayola, Dieter Hayn, Günter Schreier, José García
An Integrated Healthcare Information System for End-to-End Standardized Exchange and Homogeneous Management of Digital ECG Formats. IEEE Trans. Inf. Technol. Biomed. 16 (4) (2012)
Angelika Dohr, Robert Modre-Osprian, Mario Drobics, Dieter Hayn, Günter Schreier
The Internet of Things for Ambient Assisted Living. ITNG (2010)
Hannes Kumpusch, Dieter Hayn, Karl Kreiner, Markus Falgenhauer, Jürgen Mor, Günter Schreier
A Mobile Phone Based Telemonitoring Concept for the Simultanous Acquisition of Biosignals Physiological Parameters. MedInfo (2010)
Dieter Hayn, Silvia Koller, Rainer Hofmann-Wellenhof, Wolfgang Salmhofer, Peter Kastner, Günter Schreier
Mobile Phone-Based Teledermatologic Compliance Management - Preliminary Results of the TELECOMP Study. MIE (2009)
Robert Modre-Osprian, Ingrid Osprian, Bernhard Tilg, Günter Schreier, Klaus Weinberger, Armin Graber
Dynamic simulations on the mitochondrial fatty acid Beta-oxidation network. BMC Syst. Biol. 3 (2009)
Matthias Pinsker, Karin Schindler, Jürgen Morak, Dieter Hayn, Peter Kastner, Michaela Riedl, Bernhard Ludvik, Günter Schreier
Experiences Using Mobile Phones as Patient-Terminal for Telemedical Home Care and Therapy Monitoring of Patients Suffering from Chronic Diseases. ICCHP (2008)
Jürgen Morak, Alexander Kollmann, Günter Schreier
Feasibility and Usability of a Home Monitoring Concept based on Mobile Phones and Near Field Communication (NFC) Technology. MedInfo (2007)
Bernhard Pfeifer, Johannes Aschaber, Christian Baumgartner, Stephan Dreiseitl, Robert Modre, Günter Schreier, Bernhard Tilg
A data warehouse for prostate cancer biomarker discovery. BIOCOMP (2007)
Robert Modre, Michael Seger, Gerald Fischer, Christoph Hintermüller, Dieter Hayn, Bernhard Pfeifer, Friedrich Hanser, Günter Schreier, Bernhard Tilg
Cardiac anisotropy: is it negligible regarding noninvasive activation time imaging? IEEE Trans. Biomed. Eng. 53 (4) (2006)
Alexander Kollmann, Dieter Hayn, Peter Kastner, Günter Schreier
Mobile phones as user interface in the management of chronic diseases. Elektrotech. Informationstechnik 123 (4) (2006)
Alexander Kollmann, Dieter Hayn, José García, Peter Kastner, Brigitte Rotman, Karlheinz Tscheliessnigg, Günter Schreier
Initial experiences with a telemedicine framework for remote pacemaker follow-up. EMBC (2006)
Günter Schreier, Alexander Kollmann, Martin Kramer, Jürgen Messmer, Andreas Hochgatterer, Peter Kastner
Mobile Phone Based User Interface Concept for Health Data Acquisition at Home. ICCHP (2004)
Stefan Mina, Andreas Hochgatterer, Barbara Prazak, Sten Hanke, Günter Schreier
Multi-parameter Data Acquisition on Interface Devices for the Development of Adaptive Input Systems. ICCHP (2004)