Dieter Hayn
Orcid: 0000-0003-1822-9033
According to our database1,
Dieter Hayn
authored at least 64 papers
between 2006 and 2023.
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Bibliography
2023
Introduction and Comparison of Novel Decentral Learning Schemes with Multiple Data Pools for Privacy-Preserving ECG Classification.
J. Heal. Informatics Res., September, 2023
Effect of digital tools in outpatient cardiac rehabilitation including home training - results of the EPICURE study.
Frontiers Digit. Health, March, 2023
Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Identifying Accuracy-related Outliers in a 6-Minute Walk Test Application for Monitoring Cardiovascular Disease Patients.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Impact of Professional Background on Inter-Annotator Variability and Accuracy During Annotation of Clinical Notes.
Proceedings of the dHealth 2023, 2023
Towards a Verification Approach of a Smart Registry for Chronic Heart Failure Patients.
Proceedings of the dHealth 2023, 2023
2022
Investigation of the time shift between wearable photoplethysmography sensors used for continuous heart rate monitoring.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Accuracy of Wearable Photoplethysmography Sensors for Continuous Heart Rate Monitoring in Telehealth Applications.
Proceedings of the dHealth 2022, 2022
Adherence to the Data Submission Protocol in a Diabetes Telehealth Service Pre and Post Deployment of an Adherence Optimization Module.
Proceedings of the dHealth 2022, 2022
Integration of Python Modules in a MATLAB-Based Predictive Analytics Toolset for Healthcare.
Proceedings of the dHealth 2022, 2022
Proceedings of the dHealth 2022, 2022
2021
Quantification of the Link between Timed Up-and-Go Test Subtasks and Contractile Muscle Properties.
Sensors, 2021
Development of Algorithms for Automated Timed Up-and-Go Test Subtask and Step Frequency Analysis.
Proceedings of the Informatics and Technology in Clinical Care and Public Health, 2021
mHealth 6-minute walk test - accuracy for detecting clinically relevant differences in heart failure patients.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Natural Language Processing for Free-Text Classification in Telehealth Services: Differences Between Diabetes and Heart Failure Applications.
Proceedings of the Navigating Healthcare Through Challenging Times - Proceedings of dHealth 2021, 2021
ECG Classification Combining Conventional Signal Analysis, Random Forests and Neural Networks - a Stacked Learning Scheme.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
2020
Portable Ultrasound-Based Device for Detecting Older Adults' Sit-to-Stand Transitions in Unsupervised 30-Second Chair-Stand Tests.
Sensors, 2020
Natural Language Processing for Detecting Medication-Related Notes in Heart Failure Telehealth Patients.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
Machine Learning Based Walking Aid Detection in Timed Up-and-Go Test Recordings of Elderly Patients.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Concept for Visualisation of Guideline Adherence of Medication Prescriptions in a Heart Failure Telehealth System.
Proceedings of the dHealth 2020 - Biomedical Informatics for Health and Care, 2020
Proceedings of the dHealth 2020 - Biomedical Informatics for Health and Care, 2020
Experimenting with Generative Adversarial Networks to Expand Sparse Physiological Time-Series Data.
Proceedings of the dHealth 2020 - Biomedical Informatics for Health and Care, 2020
Automated Extraction of Time References From Clinical Notes in a Heart Failure Telehealth Network.
Proceedings of the Computing in Cardiology, 2020
Proceedings of the Computing in Cardiology, 2020
Proceedings of the Computing in Cardiology, 2020
2019
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Is Regular Re-Training of a Predictive Delirium Model Necessary After Deployment in Routine Care?
Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019
Predictive Modelling and Its Visualization for Telehealth Data - Concept and Implementation of an Interactive Viewer.
Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019
Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019
Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019
2018
it Inf. Technol., 2018
On the Representation of Machine Learning Results for Delirium Prediction in a Hospital Information System in Routine Care.
Proceedings of the Data, 2018
Proceedings of the German Medical Data Sciences: A Learning Healthcare System, 2018
Proceedings of the Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions, 2018
Proceedings of the Decision Support Systems and Education, 2018
Utilising Information of the Case Fee Catalogue to Enhance 30-Day Readmission Prediction in the German DRG System.
Proceedings of the Decision Support Systems and Education, 2018
2017
Development of Multivariable Models to Predict and Benchmark Transfusion in Elective Surgery Supporting Patient Blood Management.
Appl. Clin. Inform., 2017
Development and Validation of a Multivariable Prediction Model for the Occurrence of Delirium in Hospitalized Gerontopsychiatry and Internal Medicine Patients.
Proceedings of the Health Informatics Meets eHealth - Digital Insight - Information-Driven Health & Care, 2017
Plausibility of Individual Decisions from Random Forests in Clinical Predictive Modelling Applications.
Proceedings of the Health Informatics Meets eHealth - Digital Insight - Information-Driven Health & Care, 2017
Comparison of Body Weight Trend Algorithms for Prediction of Heart Failure Related Events in Home Care Setting.
Proceedings of the Health Informatics Meets eHealth - Digital Insight - Information-Driven Health & Care, 2017
ECG Classification Based on Time and Frequency Domain Features Using Random Forrests.
Proceedings of the Computing in Cardiology, 2017
2016
IT Infrastructure for Merging Data from Different Clinical Trials and Across Independent Research Networks.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016
Proceedings of the Health Informatics Meets eHealth - Predictive Modeling in Healthcare - From Prediction to Prevention, 2016
Piloting the European Unified Patient Identity Management (EUPID) Concept to Facilitate Secondary Use of Neuroblastoma Data from Clinical Trials and Biobanking.
Proceedings of the Health Informatics Meets eHealth - Predictive Modeling in Healthcare - From Prediction to Prevention, 2016
Electronic Patient Reported Outcomes in Paediatric Oncology - Applying Mobile and Near Field Communication Technology.
Proceedings of the Health Informatics Meets eHealth - Predictive Modeling in Healthcare - From Prediction to Prevention, 2016
2015
An eHealth System for Pressure Ulcer Risk Assessment Based on Accelerometer and Pressure Data.
J. Sensors, 2015
An mHealth system for toxicity monitoring of paediatric oncological patients using Near Field Communication technology.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Standardized Data Sharing in a Paediatric Oncology Research Network - A Proof-of-Concept Study.
Proceedings of the Health Informatics Meets eHealth, 2015
2014
Telemonitoring in heart failure patients with clinical decision support to optimize medication doses based on guidelines.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
A Patient Centered System for Decubitus Prevention based on Nutrition, Drinking, Physical Activity and Sleep Monitoring.
Proceedings of the MEDINFO 2013, 2013
A Robust Algorithm for Fetal QRS Detection using the Non-invasive Maternal Abdomen ECGs.
Proceedings of the Computing in Cardiology, 2013
2012
An Integrated Healthcare Information System for End-to-End Standardized Exchange and Homogeneous Management of Digital ECG Formats.
IEEE Trans. Inf. Technol. Biomed., 2012
Design and Evaluation of a Telemonitoring Concept Based on NFC-Enabled Mobile Phones and Sensor Devices.
IEEE Trans. Inf. Technol. Biomed., 2012
Feasibility of mHealth and Near Field Communication technology based medication adherence monitoring.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
On the Use of Text Messaging in a Diabetes Telehealth System Results and Evaluation of a Content Analysis.
Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012
2010
A Mobile Phone Based Telemonitoring Concept for the Simultanous Acquisition of Biosignals Physiological Parameters.
Proceedings of the MEDINFO 2010, 2010
Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010
2009
Mobile Phone-Based Teledermatologic Compliance Management - Preliminary Results of the TELECOMP Study.
Proceedings of the Medical Informatics in a United and Healthy Europe - Proceedings of MIE 2009, The XXIInd International Congress of the European Federation for Medical Informatics, Sarajevo, Bosnia and Herzegovina, August 30, 2009
2008
Experiences Using Mobile Phones as Patient-Terminal for Telemedical Home Care and Therapy Monitoring of Patients Suffering from Chronic Diseases.
Proceedings of the Computers Helping People with Special Needs, 2008
2006
IEEE Trans. Biomed. Eng., 2006
Elektrotech. Informationstechnik, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006