Dieter Hayn

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 47

Top Topics

Natural Language

Clinical Trials

Predictive Model

Top Venues

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)
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
Effect of digital tools in outpatient cardiac rehabilitation including home training - results of the EPICURE study. Frontiers Digit. Health 5 (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)
Gihan El Moazen, Andreas Ziegl, Hannah Vinatzer, Angelika Rzepka, Fabian Wiesmüller, Dieter Hayn, Günter Schreier
Identifying Accuracy-related Outliers in a 6-Minute Walk Test Application for Monitoring Cardiovascular Disease Patients. EMBC (2023)
Fabian Wiesmüller, Dieter Hayn, Florian Hoffmann, Sten Hanke, Peter Kastner, Markus Falgenhauer, Günter Schreier
Instance Selection Algorithms for Predictive Modelling in Telehealth Applications. MedInfo (2023)
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, Luca Brunelli, Gerhard Pölzl, Bernhard Pfeifer, Gerald Slamanig, Sabrina Barbara Neururer, Günter Schreier
Impact of Professional Background on Inter-Annotator Variability and Accuracy During Annotation of Clinical Notes. dHealth (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)
Hannah Vinatzer, Angelika Rzepka, Dieter Hayn, Andreas Ziegl, Günter Schreier
Investigation of the time shift between wearable photoplethysmography sensors used for continuous heart rate monitoring. EMBC (2022)
Hannah Vinatzer, Angelika Rzepka, Dieter Hayn, Andreas Ziegl, Kurt Edegger, Sandra Prescher, Günter Schreier
Accuracy of Wearable Photoplethysmography Sensors for Continuous Heart Rate Monitoring in Telehealth Applications. dHealth (2022)
Dieter Hayn, Markus Falgenhauer, Sabine Czerny, Florian Hoffmann, Peter Kastner
Adherence to the Data Submission Protocol in a Diabetes Telehealth Service Pre and Post Deployment of an Adherence Optimization Module. dHealth (2022)
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)
Fabian Wiesmüller, Dieter Hayn, Karl Kreiner, Bernhard Pfeifer, Gerhard Pölzl, Peter Kastner, Günter Schreier
Natural Language Processing for Free-Text Classification in Telehealth Services: Differences Between Diabetes and Heart Failure Applications. dHealth (2021)
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)
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)
Dieter Hayn, Mahdi Sareban, Alphons Eggerth, Markus Falgenhauer, Angelika Rzepka, Heimo Traninger, Karl Mayr, Marco Philippi, Michael Porodko, Christoph Puelacher, Stefan Höfer, Josef Niebauer
Telehealth Services for Home-based Rehabilitation of Cardiac Patients. 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)
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
Portable Ultrasound-Based Device for Detecting Older Adults' Sit-to-Stand Transitions in Unsupervised 30-Second Chair-Stand Tests. Sensors 20 (7) (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)
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)
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)
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)
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)
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)
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, Dieter Hayn, Friedrich Fruhwald, Günter Schreier
Telemonitoring in heart failure patients with clinical decision support to optimize medication doses based on guidelines. EMBC (2014)
Markus Falgenhauer, Sebastian Zöscher, Jürgen Morak, Cornelia Schneider, Monika Gugerell, Walter Liebhart, Dieter Hayn
A Patient Centered System for Decubitus Prevention based on Nutrition, Drinking, Physical Activity and Sleep Monitoring. MedInfo (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)
Karl Kreiner, Harald Eckmann, Dieter Hayn, Peter Kastner
On the Use of Text Messaging in a Diabetes Telehealth System Results and Evaluation of a Content Analysis. CLEF (Online Working Notes/Labs/Workshop) (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)
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)
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)