Günter Schreier

Emanuel Sandner

Abishaa Vengadeswaran

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Childhood Cancer Survivorship Passport Challenges in the European Health Data Space.

[BibT_eX]

[DOI]

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

Smart FOX - Enabling Citizen-Based Donation of EHR-Standardised Data for Clinical Research in Austria.

[BibT_eX]

[DOI]

Thomas Schabetsberger

Manuel L. Garcia

Nikola Tanjga

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

A Standardized Treatment Pathway for Telehealth-Based Care of Chronic Wounds in Austria.

[BibT_eX]

[DOI]

Rainer Hofmann-Wellenhof

Proceedings of the dHealth 2024, 2024

Telemedicine for Ketogenic Dietary Treatment in Refractory Epilepsy and Inherited Metabolic Disease: State of Play and Future Perspectives.

[BibT_eX]

[DOI]

Alexander Höller

Stefan Welte

Anna Katharina Schönlaub

Charlotte Uhlisch

Sabine Scholl-Bürgi

Anastasia Male-Dressler

Bernhard Pfeifer

Proceedings of the dHealth 2024, 2024

The Evolution of Telehealth in Heart Failure Management: The Role of Large Language Models and HerzMobil as a Potential Use Case.

[BibT_eX]

[DOI]

Proceedings of the dHealth 2024, 2024

Towards an Electronic Health Prevention Record Based on HL7 FHIR and the OMOP Common Data Model.

[BibT_eX]

[DOI]

Proceedings of the dHealth 2024, 2024

Neural Network-Based Prediction of Perceived Sleep Quality Through Wearable Device Data.

[BibT_eX]

[DOI]

Proceedings of the dHealth 2024, 2024

2023

Introduction and Comparison of Novel Decentral Learning Schemes with Multiple Data Pools for Privacy-Preserving ECG Classification.

[BibT_eX]

[DOI]

Martin Baumgartner

J. Heal. Informatics Res., September, 2023

Classification of Clinical Notes from a Heart Failure Telehealth Network.

[BibT_eX]

[DOI]

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

Instance Selection Algorithms for Predictive Modelling in Telehealth Applications.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Immediate Effects of Lower Limb Sensory Simulation Using Smart Socks to Stabilize Gait in People with Parkinson's Disease.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Bianca Punz-Reidlinger

Sabrina Barbara Neururer

Proceedings of the dHealth 2023, 2023

Towards a Verification Approach of a Smart Registry for Chronic Heart Failure Patients.

[BibT_eX]

[DOI]

Proceedings of the dHealth 2023, 2023

2022

Investigation of the time shift between wearable photoplethysmography sensors used for continuous heart rate monitoring.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the dHealth 2022, 2022

Integration of Python Modules in a MATLAB-Based Predictive Analytics Toolset for Healthcare.

[BibT_eX]

[DOI]

Proceedings of the dHealth 2022, 2022

Factors Influencing Implementation of the Survivorship Passport: The IT Perspective.

[BibT_eX]

[DOI]

Proceedings of the dHealth 2022, 2022

Impact Analysis of De-Identification in Clinical Notes Classification.

[BibT_eX]

[DOI]

Proceedings of the dHealth 2022, 2022

2021

Quantification of the Link between Timed Up-and-Go Test Subtasks and Contractile Muscle Properties.

[BibT_eX]

[DOI]

Sensors, 2021

Predictive performance and impact of algorithms in remote monitoring of chronic conditions: A systematic review and meta-analysis.

[BibT_eX]

[DOI]

Int. J. Medical Informatics, 2021

Development of Algorithms for Automated Timed Up-and-Go Test Subtask and Step Frequency Analysis.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020

Natural Language Processing for Detecting Medication-Related Notes in Heart Failure Telehealth Patients.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the dHealth 2020 - Biomedical Informatics for Health and Care, 2020

Encoding of Numerical Data for Privacy-Preserving Record Linkage.

[BibT_eX]

[DOI]

Proceedings of the dHealth 2020 - Biomedical Informatics for Health and Care, 2020

Experimenting with Generative Adversarial Networks to Expand Sparse Physiological Time-Series Data.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2020

Multi-Stream Deep Neural Network For 12-Lead ECG Classification.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2020

2019

An Improvised Classification Model for Predicting Delirium.

[BibT_eX]

[DOI]

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?

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019

Information Adapted Machine Learning Models for Prediction in Clinical Workflow.

[BibT_eX]

[DOI]

Stefanie Jauk

Diether Kramer

Franz Quehenberger

Werner Leodolter

Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019

Patient Record Linkage for Data Quality Assessment Based on Time Series Matching.

[BibT_eX]

[DOI]

Proceedings of the dHealth 2019 - From eHealth to dHealth, 2019

2018

Evaluation of an mHealth-Based Adjunct to Outpatient Cardiac Rehabilitation.

[BibT_eX]

[DOI]

Michael B. Del Rosario

IEEE J. Biomed. Health Informatics, 2018

Predictive analytics for data driven decision support in health and care.

[BibT_eX]

[DOI]

it Inf. Technol., 2018

On the Representation of Machine Learning Results for Delirium Prediction in a Hospital Information System in Routine Care.

[BibT_eX]

[DOI]

Proceedings of the Data, 2018

Prediction of Readmissions in the German DRG System Based on §21 Datasets.

[BibT_eX]

[DOI]

Proceedings of the German Medical Data Sciences: A Learning Healthcare System, 2018

Automated Measurement and Subtask Analysis of the Timed Upand- Go Test in the Field of Geriatrics.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Effect of Nursing Assessment on Predictive Delirium Models in Hospitalised Patients.

[BibT_eX]

[DOI]

Proceedings of the Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions, 2018

HEALTHeBIKES - Smart E-Bike Prototype for Controlled Exercise in Telerehabilitation Programs.

[BibT_eX]

[DOI]

Proceedings of the Health Informatics Meets eHealth - Biomedical Meets eHealth - From Sensors to Decisions, 2018

Twister: A Tool for Reducing Screening Time in Systematic Literature Reviews.

[BibT_eX]

[DOI]

Karl Kreiner

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Appl. Clin. Inform., 2017

Prerequisites for International Exchanges of Health Information for Record Research: Comparison of Australian, Austrian, Finnish, Swiss, and US Policies.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Timed Up-and-Go Device for Unsupervised Functional Assessment of Elderly Patients.

[BibT_eX]

[DOI]

Proceedings of the Health Informatics Meets eHealth - Digital Insight - Information-Driven Health & Care, 2017

Development and Validation of a Multivariable Prediction Model for the Occurrence of Delirium in Hospitalized Gerontopsychiatry and Internal Medicine Patients.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Health Informatics Meets eHealth - Digital Insight - Information-Driven Health & Care, 2017

Identification of Cost Indicators with Significant Economic Impact on the Total Treatment Costs of Chronic Heart Vailure Patients - A Meta-Analysis.

[BibT_eX]

[DOI]

Ahmed S. Hameed

Robert Modre-Osprian

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Martin Kropf

Proceedings of the Computing in Cardiology, 2017

2016

Analyzing health insurance claims on different timescales to predict days in hospital.

[BibT_eX]

[DOI]

Stephen James Redmond

Nigel H. Lovell

J. Biomed. Informatics, 2016

Prerequisites for International Exchanges of Health Information: Comparison of Australian, Austrian, Finnish, Swiss, and US Privacy Policies.

[BibT_eX]

[DOI]

CoRR, 2016

IT Infrastructure for Merging Data from Different Clinical Trials and Across Independent Research Networks.

[BibT_eX]

[DOI]

Gudrun Schleiermacher

Barbara Hero

Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

Continual Screening of Patients Using mHealth: The Rolling Score Concept Applied to Sleep Medicine.

[BibT_eX]

[DOI]

Proceedings of the Health Informatics Meets eHealth - Predictive Modeling in Healthcare - From Prediction to Prevention, 2016

Interoperability Architecture for a Paediatric Oncology European Reference Network.

[BibT_eX]

[DOI]

Michael Nitzlnader

Adela Cañete Nieto

Antonio Juan Ribelles

Barbara Brunmair

Ruth Ladenstein

Proceedings of the Health Informatics Meets eHealth - Predictive Modeling in Healthcare - From Prediction to Prevention, 2016

Data Driven Methods for Predicting Blood Transfusion Needs in Elective Surgery.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Gudrun Schleiermacher

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.

[BibT_eX]

[DOI]

Proceedings of the Health Informatics Meets eHealth - Predictive Modeling in Healthcare - From Prediction to Prevention, 2016

2015

Predicting Days in Hospital Using Health Insurance Claims.

[BibT_eX]

[DOI]

Stephen James Redmond

Nigel H. Lovell

IEEE J. Biomed. Health Informatics, 2015

An eHealth System for Pressure Ulcer Risk Assessment Based on Accelerometer and Pressure Data.

[BibT_eX]

[DOI]

J. Sensors, 2015

Impact of hierarchies of clinical codes on predicting future days in hospital.

[BibT_eX]

[DOI]

Yang Xie

Sandra Neubauer

Stephen James Redmond

Nigel H. Lovell

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

An mHealth system for toxicity monitoring of paediatric oncological patients using Near Field Communication technology.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Architecture for an Advanced Biomedical Collaboration Domain for the European Paediatric Cancer Research Community (ABCD-4-E).

[BibT_eX]

[DOI]

Proceedings of the Health Informatics Meets eHealth, 2015

Textual Analysis of Collaboration Notes of the Telemedical Heart Failure Network HerzMobil Tirol.

[BibT_eX]

[DOI]

Proceedings of the Health Informatics Meets eHealth, 2015

Evaluation of a Clinical Decision Support Rule-set for Medication Adjustments in mHealth-based Heart Failure Management.

[BibT_eX]

[DOI]

Proceedings of the Health Informatics Meets eHealth, 2015

Implementation and Validation of a Conceptual Benchmarking Framework for Patient Blood Management.

[BibT_eX]

[DOI]

Proceedings of the Health Informatics Meets eHealth, 2015

Standardized Data Sharing in a Paediatric Oncology Research Network - A Proof-of-Concept Study.

[BibT_eX]

[DOI]

Proceedings of the Health Informatics Meets eHealth, 2015

Development of Text Mining Based Classification of Written Communication within a Telemedical Collaborative Network.

[BibT_eX]

[DOI]

Proceedings of the Health Informatics Meets eHealth, 2015

2014

Predicting number of hospitalization days based on health insurance claims data using bagged regression trees.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Telemonitoring in heart failure patients with clinical decision support to optimize medication doses based on guidelines.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Patient Identity Management for Secondary Use of Biomedical Research Data in a Distributed Computing Environment.

[BibT_eX]

[DOI]

Michael Nitzlnader

Proceedings of the Health Informatics Meets eHealth, 2014

The Impact of Adherence on Costs and Effectiveness of Telemedical Patient Management in Heart Failure: A Systematic Review.

[BibT_eX]

[DOI]

Ahmed S. Hameed

Stefan Sauermann

Proceedings of the Health Informatics Meets eHealth, 2014

Integrated Medication Management in mHealth Applications.

[BibT_eX]

[DOI]

Proceedings of the Health Informatics Meets eHealth, 2014

2013

Leg Edema Quantification for Heart Failure Patients via 3D Imaging.

[BibT_eX]

[DOI]

Sensors, 2013

Design and evaluation of a multimodal mHealth based medication management system for patient self administration.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A Robust Algorithm for Fetal QRS Detection using the Non-invasive Maternal Abdomen ECGs.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, 2013

2012

LiKeIT - RFID-Based KeepInTouch Lifestyle Monitoring.

[BibT_eX]

[DOI]

Proceedings of the Handbook of Ambient Assisted Living, 2012

An Integrated Healthcare Information System for End-to-End Standardized Exchange and Homogeneous Management of Digital ECG Formats.

[BibT_eX]

[DOI]

Jesús D. Trigo

Ignacio Martínez

Álvaro Alesanco Iglesias

IEEE Trans. Inf. Technol. Biomed., 2012

Design and Evaluation of a Telemonitoring Concept Based on NFC-Enabled Mobile Phones and Sensor Devices.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Technol. Biomed., 2012

Feasibility of mHealth and Near Field Communication technology based medication adherence monitoring.

[BibT_eX]

[DOI]

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2010

A Mobile Phone Based Telemonitoring Concept for the Simultanous Acquisition of Biosignals Physiological Parameters.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2010, 2010

The Internet of Things for Ambient Assisted Living.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010

2009

Dynamic simulations on the mitochondrial fatty acid Beta-oxidation network.

[BibT_eX]

[DOI]

BMC Syst. Biol., 2009

Mobile Phone-Based Teledermatologic Compliance Management - Preliminary Results of the TELECOMP Study.

[BibT_eX]

[DOI]

Silvia Koller

Rainer Hofmann-Wellenhof

Wolfgang Salmhofer

Peter Kastner