Initial experiences with a telemedicine framework for remote pacemaker follow-up. - Alexander Kollmann; Dieter Hayn; José García 001; Peter Kastner; Brigitte Rotman; Karlheinz Tscheliessnigg; Günter Schreier 001 (EMBC, 2006)

Mobile phones as user interface in the management of chronic diseases. - Alexander Kollmann; Dieter Hayn; Peter Kastner; Günter Schreier 001 (Elektrotech. Informationstechnik, 2006)

Cardiac anisotropy: is it negligible regarding noninvasive activation time imaging? - Robert Modre; Michael Seger; Gerald Fischer; Christoph Hintermüller; Dieter Hayn; Bernhard Pfeifer; Friedrich Hanser; Günter Schreier 001; Bernhard Tilg (IEEE Trans. Biomed. Eng., 2006)

Experiences Using Mobile Phones as Patient-Terminal for Telemedical Home Care and Therapy Monitoring of Patients Suffering from Chronic Diseases. - Matthias Pinsker; Karin Schindler; Jürgen Morak; Dieter Hayn; Peter Kastner; Michaela Riedl; Bernhard Ludvik; Günter Schreier 001 (ICCHP, 2008)

Mobile Phone-Based Teledermatologic Compliance Management - Preliminary Results of the TELECOMP Study. - Dieter Hayn; Silvia Koller; Rainer Hofmann-Wellenhof; Wolfgang Salmhofer; Peter Kastner; Günter Schreier 001 (MIE, 2009)

The Internet of Things for Ambient Assisted Living. - Angelika Dohr; Robert Modre-Osprian; Mario Drobics; Dieter Hayn; Günter Schreier 001 (ITNG, 2010)

A Mobile Phone Based Telemonitoring Concept for the Simultanous Acquisition of Biosignals Physiological Parameters. - Hannes Kumpusch; Dieter Hayn; Karl Kreiner; Markus Falgenhauer; Jürgen Mor; Günter Schreier 001 (MedInfo, 2010)

On the Use of Text Messaging in a Diabetes Telehealth System Results and Evaluation of a Content Analysis. - Karl Kreiner; Harald Eckmann; Dieter Hayn; Peter Kastner (CLEF (Online Working Notes/Labs/Workshop), 2012)

Feasibility of mHealth and Near Field Communication technology based medication adherence monitoring. - Jürgen Morak; Mark Schwarz; Dieter Hayn; Günter Schreier 001 (EMBC, 2012)

Design and Evaluation of a Telemonitoring Concept Based on NFC-Enabled Mobile Phones and Sensor Devices. - Jürgen Morak; Hannes Kumpusch; Dieter Hayn; Robert Modre-Osprian; Günter Schreier 001 (IEEE Trans. Inf. Technol. Biomed., 2012)

An Integrated Healthcare Information System for End-to-End Standardized Exchange and Homogeneous Management of Digital ECG Formats. - Jesús D. Trigo; Ignacio Martínez; Álvaro Alesanco Iglesias; Alexander Kollmann; Javier Escayola; Dieter Hayn; Günter Schreier 001; José García 001 (IEEE Trans. Inf. Technol. Biomed., 2012)

A Robust Algorithm for Fetal QRS Detection using the Non-invasive Maternal Abdomen ECGs. - Martin Kropf; Robert Modre-Osprian; Günter Schreier 001; Dieter Hayn (CinC, 2013)

A Patient Centered System for Decubitus Prevention based on Nutrition, Drinking, Physical Activity and Sleep Monitoring. - Markus Falgenhauer; Sebastian Zöscher; Jürgen Morak; Cornelia Schneider; Monika Gugerell; Walter Liebhart; Dieter Hayn (MedInfo, 2013)

Leg Edema Quantification for Heart Failure Patients via 3D Imaging. - Dieter Hayn; Friedrich Fruhwald; Arthur Riedel; Markus Falgenhauer; Günter Schreier 001 (Sensors, 2013)

Telemonitoring in heart failure patients with clinical decision support to optimize medication doses based on guidelines. - Martin Kropf; Robert Modre-Osprian; Dieter Hayn; Friedrich Fruhwald; Günter Schreier 001 (EMBC, 2014)

Standardized Data Sharing in a Paediatric Oncology Research Network - A Proof-of-Concept Study. - Nina Hochedlinger; Michael Nitzlnader; Markus Falgenhauer; Stefan Welte; Dieter Hayn; Lefteris Koumakis; George Potamias; Manolis Tsiknakis; Davide Saraceno; Eugenia Rinaldi; Ruth Ladenstein; Günter Schreier 001 (eHealth, 2015)

An mHealth system for toxicity monitoring of paediatric oncological patients using Near Field Communication technology. - Katharina Duregger; Dieter Hayn; Jürgen Morak; Ruth Ladenstein; Günter Schreier 001 (EMBC, 2015)

An eHealth System for Pressure Ulcer Risk Assessment Based on Accelerometer and Pressure Data. - Dieter Hayn; Markus Falgenhauer; Jürgen Morak; Karin Wipfler; Viktoria Willner; Walter Liebhart; Günter Schreier 001 (J. Sensors, 2015)

Electronic Patient Reported Outcomes in Paediatric Oncology - Applying Mobile and Near Field Communication Technology. - Katharina Duregger; Dieter Hayn; Michael Nitzlnader; Martin Kropf; Markus Falgenhauer; Ruth Ladenstein; Günter Schreier 001 (eHealth, 2016)

Piloting the European Unified Patient Identity Management (EUPID) Concept to Facilitate Secondary Use of Neuroblastoma Data from Clinical Trials and Biobanking. - 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; et al. (eHealth, 2016)

Data Driven Methods for Predicting Blood Transfusion Needs in Elective Surgery. - Dieter Hayn; Karl Kreiner; Peter Kastner; Nada Breznik; Axel Hofmann; Hans Gombotz; Günter Schreier 001 (eHealth, 2016)

IT Infrastructure for Merging Data from Different Clinical Trials and Across Independent Research Networks. - Dieter Hayn; Markus Falgenhauer; Martin Kropf; Michael Nitzlnader; Stefan Welte; Hubert Ebner; Ruth Ladenstein; Gudrun Schleiermacher; Barbara Hero; Günter Schreier 001 (MIE, 2016)

ECG Classification Based on Time and Frequency Domain Features Using Random Forrests. - Martin Kropf; Dieter Hayn; Günter Schreier 001 (CinC, 2017)

Comparison of Body Weight Trend Algorithms for Prediction of Heart Failure Related Events in Home Care Setting. - Alphons Eggerth; Robert Modre-Osprian; Dieter Hayn; Peter Kastner; Gerhard Pölzl; Günter Schreier 001 (eHealth, 2017)

Plausibility of Individual Decisions from Random Forests in Clinical Predictive Modelling Applications. - Dieter Hayn; Harald Walch; Jörg Stieg; Karl Kreiner; Hubert Ebner; Günter Schreier 001 (eHealth, 2017)

Development and Validation of a Multivariable Prediction Model for the Occurrence of Delirium in Hospitalized Gerontopsychiatry and Internal Medicine Patients. - Diether Kramer; Sai Veeranki; Dieter Hayn; Franz Quehenberger; Werner Leodolter; Christian Jagsch; Günter Schreier 001 (eHealth, 2017)

Development of Multivariable Models to Predict and Benchmark Transfusion in Elective Surgery Supporting Patient Blood Management. - Dieter Hayn; Karl Kreiner; Hubert Ebner; Peter Kastner; Nada Breznik; Angelika Rzepka; Axel Hofmann; Hans Gombotz; Günter Schreier 001 (Appl. Clin. Inform., 2017)

Utilising Information of the Case Fee Catalogue to Enhance 30-Day Readmission Prediction in the German DRG System. - Alphons Eggerth; Dieter Hayn; Sai Veeranki; Jörg Stieg; Günter Schreier 001 (EFMI-STC, 2018)

Twister: A Tool for Reducing Screening Time in Systematic Literature Reviews. - Karl Kreiner; Dieter Hayn; Günter Schreier 001 (EFMI-STC, 2018)

Effect of Nursing Assessment on Predictive Delirium Models in Hospitalised Patients. - Sai Pavan Kumar Veeranki; Dieter Hayn; Diether Kramer; Stefanie Jauk; Günter Schreier 001 (eHealth, 2018)

Prediction of Readmissions in the German DRG System Based on §21 Datasets. - Alphons Eggerth; Dieter Hayn; Sai Veeranki; Jörg Stieg; Günter Schreier 001 (GMDS, 2018)

On the Representation of Machine Learning Results for Delirium Prediction in a Hospital Information System in Routine Care. - Sai Veeranki; Dieter Hayn; Alphons Eggerth; Stefanie Jauk; Diether Kramer; Werner Leodolter; Günter Schreier 001 (ICIMTH, 2018)

Predictive analytics for data driven decision support in health and care. - Dieter Hayn; Sai Veeranki; Martin Kropf; Alphons Eggerth; Karl Kreiner; Diether Kramer; Günter Schreier 001 (it Inf. Technol., 2018)

Patient Record Linkage for Data Quality Assessment Based on Time Series Matching. - Alphons Eggerth; Dieter Hayn; Karl Kreiner; Sai Veeranki; Heimo Traninger; Robert Modre-Osprian; Günter Schreier 001 (dHealth, 2019)

Information Adapted Machine Learning Models for Prediction in Clinical Workflow. - Stefanie Jauk; Diether Kramer; Franz Quehenberger; Sai Pavan Kumar Veeranki; Dieter Hayn; Günter Schreier 001; Werner Leodolter (dHealth, 2019)

Predictive Modelling and Its Visualization for Telehealth Data - Concept and Implementation of an Interactive Viewer. - Michael Sams; Alphons Eggerth; Dieter Hayn; Sai Veeranki; Günter Schreier 001 (dHealth, 2019)

Is Regular Re-Training of a Predictive Delirium Model Necessary After Deployment in Routine Care? - Sai Pavan Kumar Veeranki; Diether Kramer; Dieter Hayn; Stefanie Jauk; Alphons Eggerth; Franz Quehenberger; Werner Leodolter; Günter Schreier 001 (dHealth, 2019)

An Improvised Classification Model for Predicting Delirium. - Sai Pavan Kumar Veeranki; Dieter Hayn; Stefanie Jauk; Franz Quehenberger; Diether Kramer; Werner Leodolter; Günter Schreier 001 (MedInfo, 2019)

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

Telehealth Services for Home-based Rehabilitation of Cardiac Patients. - Dieter Hayn; Mahdi Sareban; Alphons Eggerth; Markus Falgenhauer; Angelika Rzepka; Heimo Traninger; Karl Mayr; Marco Philippi; Michael Porodko; Christoph Puelacher; Stefan Höfer; Josef Niebauer (CinC, 2020)

Automated Extraction of Time References From Clinical Notes in a Heart Failure Telehealth Network. - Fabian Wiesmüller; Alphons Eggerth; Karl Kreiner; Dieter Hayn; Sten Hanke; Bernhard Pfeifer; Gerhard Pölzl; Tim Egelseer-Bründl; 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)

Encoding of Numerical Data for Privacy-Preserving Record Linkage. - Lea Demelius; Karl Kreiner; Dieter Hayn; Michael Nitzlnader; Günter Schreier 001 (dHealth, 2020)

Concept for Visualisation of Guideline Adherence of Medication Prescriptions in a Heart Failure Telehealth System. - Aaron Lauschensky; Dieter Hayn; Alphons Eggerth; Robert Modre-Osprian; Bernhard Pfeifer; Tim Egelseer-Bründl; Gerhard Pölzl; Günter Schreier 001 (dHealth, 2020)

Machine Learning Based Walking Aid Detection in Timed Up-and-Go Test Recordings of Elderly Patients. - Andreas Ziegl; Dieter Hayn; Peter Kastner; Kerstin Löffler; Lisa Weidinger; Bianca Brix; Nandu Goswami; Günter Schreier 001 (EMBC, 2020)

Natural Language Processing for Detecting Medication-Related Notes in Heart Failure Telehealth Patients. - Alphons Eggerth; Karl Kreiner; Dieter Hayn; Bernhard Pfeifer; Gerhard Pölzl; Tim Egelseer-Bründl; Günter Schreier 001 (MIE, 2020)

Portable Ultrasound-Based Device for Detecting Older Adults' Sit-to-Stand Transitions in Unsupervised 30-Second Chair-Stand Tests. - Antonio Cobo; Elena Villalba Mora; Dieter Hayn; Xavier Ferré Grau; Rodrigo Pérez-Rodríguez; Alberto Sánchez-Sánchez; Raquel Bernabé-Espiga; Juan-Luis Sánchez-Sánchez; Andrea López-Diez-Picazo; Cristian Moral; Leocadio Rodríguez-Mañas (Sensors, 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)

Natural Language Processing for Free-Text Classification in Telehealth Services: Differences Between Diabetes and Heart Failure Applications. - Fabian Wiesmüller; Dieter Hayn; Karl Kreiner; Bernhard Pfeifer; Gerhard Pölzl; Peter Kastner; Günter Schreier 001 (dHealth, 2021)

mHealth 6-minute walk test - accuracy for detecting clinically relevant differences in heart failure patients. - Andreas Ziegl; Angelika Rzepka; Peter Kastner; Hannah Vinatzer; Kurt Edegger; Dieter Hayn; Sandra Prescher; Volker Möller; Günter Schreier 001 (EMBC, 2021)

Development of Algorithms for Automated Timed Up-and-Go Test Subtask and Step Frequency Analysis. - Ane Diz Felipe; Andreas Ziegl; Dieter Hayn; Günter Schreier 001 (ICIMTH, 2021)

Quantification of the Link between Timed Up-and-Go Test Subtasks and Contractile Muscle Properties. - Andreas Ziegl; Dieter Hayn; Peter Kastner; Ester Fabiani; Bostjan Simunic; Kerstin Löffler; Lisa Weidinger; Bianca Brix; Nandu Goswami; Günter Schreier 001 (Sensors, 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)

Adherence to the Data Submission Protocol in a Diabetes Telehealth Service Pre and Post Deployment of an Adherence Optimization Module. - Dieter Hayn; Markus Falgenhauer; Sabine Czerny; Florian Hoffmann; Peter Kastner (dHealth, 2022)

Accuracy of Wearable Photoplethysmography Sensors for Continuous Heart Rate Monitoring in Telehealth Applications. - Hannah Vinatzer; Angelika Rzepka; Dieter Hayn; Andreas Ziegl; Kurt Edegger; Sandra Prescher; Günter Schreier 001 (dHealth, 2022)

Investigation of the time shift between wearable photoplethysmography sensors used for continuous heart rate monitoring. - Hannah Vinatzer; Angelika Rzepka; Dieter Hayn; Andreas Ziegl; Günter Schreier 001 (EMBC, 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)

Impact of Professional Background on Inter-Annotator Variability and Accuracy During Annotation of Clinical Notes. - Kristina Weishäupl; Mario Schuster; Christina Mayrl; Diana Humberger; Antonia Hoffstädter; Theresa Fischer; Bianca Punz-Reidlinger; Fabian Wiesmüller; Aaron Lauschensky; Dieter Hayn; Karl Kreiner; Bettina Fetz; et al. (dHealth, 2023)

Identifying Accuracy-related Outliers in a 6-Minute Walk Test Application for Monitoring Cardiovascular Disease Patients. - Gihan El Moazen; Andreas Ziegl; Hannah Vinatzer; Angelika Rzepka; Fabian Wiesmüller; Dieter Hayn; Günter Schreier 001 (EMBC, 2023)

Instance Selection Algorithms for Predictive Modelling in Telehealth Applications. - Fabian Wiesmüller; Dieter Hayn; Florian Hoffmann; Sten Hanke; Peter Kastner; Markus Falgenhauer; Günter Schreier 001 (MedInfo, 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)

Effect of digital tools in outpatient cardiac rehabilitation including home training - results of the EPICURE study. - Dieter Hayn; Mahdi Sareban; Stefan Höfer; Fabian Wiesmüller; Karl Mayr; Norbert Mürzl; Michael Porodko; Christoph Puelacher; Lisa-Marie Moser; Marco Philippi; Heimo Traninger; Josef Niebauer (Frontiers Digit. Health, 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)

Correlation between timed-up-and-go test and 6-minute walk test in patients with peripheral artery disease. - Fabian Wiesmüller; Andreas Prenner; Andreas Ziegl; Gihan El Moazen; Robert Modre-Osprian; Gerald Seinost; Günther Silbernagel; Dieter Hayn; Günter Schreier 001 (EMBC, 2024)

Smart FOX - Enabling Citizen-Based Donation of EHR-Standardised Data for Clinical Research in Austria. - Klaus Donsa; Karl Kreiner; Dieter Hayn; Angelika Rzepka; Sofia Ovejero; Michaela Topolnik; Andreas Ziegl; Bernhard Pfeifer; Sabrina B. Neururer; Saskia Kaltenbrunner; Elisabeth Klager; Kurt Zatloukal; et al. (MIE, 2024)

Privacy-Preserving Linkage of Distributed Pseudonymised Datasets in a Virtual European Rare Disease Platform. - Dieter Hayn; Emanuel Sandner; Abishaa Vengadeswaran; Mark D. Wilkinson; Marc Hanauer; Karl Kreiner; Günter Schreier 001 (MIE, 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)