dHealth 2019

Conference Proceedings

Health Informatics Meets Digital Health

Dieter Hayn¹, Alphons Eggerth^1,2, Günter Schreier^1,2

1 AIT Austrian Institute of Technology, Austria

2 Graz University of Technology, Austria

Scientific Papers

Session Chairs:
Elske Ammenwerth, UMIT – University for Health Sciences, Medical Informatics and Technology, Hall in Tirol, Austria
Kerstin Denecke, Bern University of Applied Sciences, Biel, Switzerland

Creating Individualized Education Material for Diabetes Patients Using the eDiabetes Platform

Kerstin DENECKE¹, Patrick JOLO¹, Burcu SEVINC¹ and Stephan NÜSSLI¹

1 Bern University of Applied Sciences, Biel, Switzerland

Towards Smart Adaptive Care Toilets

Peter MAYER¹, Florian GÜLDENPFENNIG² and Paul PANEK¹

1 HCI Group, Institute of Visual Computing and Human-Centered Technology, TU Wien (Vienna University of Technology), Vienna, Austria

2 New Design University, St. Pölten, Austria

Evaluation of Depth Cameras for Use as an Augmented Reality Emergency Ruler

Michael SCHMUCKER¹, Christoph IGEL² and Martin HAAG¹

1 GECKO Institute, Heilbronn University of Applied Sciences, Heilbronn, Germany

2 Educational Technology Lab, DFKI, Berlin, Germany

Session Chairs:
Georg Duftschmid, Medical University of Vienna, Austria
Cornelia Schneider, Fachhochschule Wiener Neustadt GmbH

Electronic Medical Records for Mental Disorders: What Data Elements Should These Systems Contain?

Nasim HASHEMI¹, Abbas SHEIKHTAHERI², Niyoosha-sadat HASHEMI³ and Reza RAWASSIZADEH⁴

1 Iranian Social Security Organization, Tehran, Iran

2 Health Management and Economics Research Center, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran

3 Student, Islamic Azad University, Tehran North Branch, Tehran, Iran

4 Department of Computer Science, metropolitan college, Boston University, US

Exchanging Appointment Data Among Healthcare Institutions

Philip KYBURZ¹, Sascha GFELLER¹, Thomas BÜRKLE¹ and Kerstin DENECKE¹

1 Bern University of Applied Sciences, Biel, Switzerland

Health Care Atlases: Informing the General Public About the Situation of the Austrian Health Care System

Claire RIPPINGER¹, Nadine WEIBRECHT¹, Melanie ZECHMEISTER¹, Sonja SCHEFFEL², Christoph URACH³ and Florian ENDEL¹

1 DEXHELPP, Vienna, Austria

2 Main Association of Austrian Social Security Institutions, Vienna, Austria

3 dwh Simulation Services, Vienna, Austria

Session Chairs:
Stephan Jonas, Technical University of Munich, Germany
Diether Kramer, Steiermärkische Krankenanstaltengesellschaft m.b.H. (KAGes), Graz, Austria

Improving the Prediction of Emergency Department Crowding: A Time Series Analysis Including Road Traffic Flow

Jens RAUCH¹, Ursula HÜBNER¹, Mathias DENTER² and Birgit BABITSCH³

1 Health Informatics Research Group, Osnabrück University AS, Germany

2 Klinikum Osnabrück, Germany

3 New Public Health, University Osnabrück, Germany

Information Adapted Machine Learning Models for Prediction in Clinical Workflow

Stefanie JAUK^1,2, Diether KRAMER³, Franz QUEHENBERGER², Sai Pavan Kumar VEERANKI⁴, Dieter HAYN⁴, Günter SCHREIER⁴ and Werner LEODOLTER³

1 CBmed, Graz, Austria

2 Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Austria

3 Steiermärkische Krankenanstaltengesellschaft m.b.H. (KAGes), Graz, Austria

4 AIT Austrian Institute of Technology, Graz, Austria

Evaluation of Chatbot Prototypes for Taking the Virtual Patient’s History

Andreas REISWICH¹ and Martin HAAG¹

1 GECKO Institute, Heilbronn University of Applied Sciences, Heilbronn, Germany

Evaluation of Deep Clustering for Diarization of Aphasic Speech

Daniel KLISCHIES¹, Christian KOHLSCHEIN¹, Cornelius J. WERNER² and Stephan M. JONAS³

1 Institute of Information Management in Mechanical Engineering, RWTH Aachen University, Germany

2 Department of Neurology, Section Interdisciplinary Geriatrics, University Hospital RWTH Aachen, Germany

3 Department of Informatics, Technical University of Munich, Germany

Session Chairs:
Dieter Hayn, AIT Austrian Institute of Technology GmbH, Graz, Austria
Ágnes Vathy-Fogarassy, University of Pannonia, Hungary

Ensemble Based Approach for Time Series Classification in Metabolomics

Michael NETZER¹, Friedrich HANSER¹, Marc BREIT¹, Klaus M. WEINBERGER^1,3, Christian BAUMGARTNER², Daniel BAUMGARTEN¹

1 Institute of Electrical and Biomedical Engineering, UMIT, Austria

2 Institute of Health Care Engineering, Graz University of Technology, Austria

3 sAnalytiCo Ltd., Belfast, United Kingdom

Achieving an Interoperable Data Format for Neurophysiology with DICOM Waveforms

Silvia WINKLER¹, Martin HUBER¹ and Tilmann KLUGE²

1 Sigma Software Solutions OG, Vienna, Austria

2 Austrian Institute of Technology, Vienna, Austria

A Comprehensive FXR Signaling Atlas Derived from Pooled ChIP-seq Data

Emilian JUNGWIRTH^1,2,4,5, Katrin PANZITT², Hanns-Ulrich MARSCHALL³, Martin WAGNER^2,4,5 and Gerhard G. THALLINGER^1,4,5

1 Institute of Computational Biotechnology, Graz University of Technology, Austria

2 Research Unit for Translational Nuclear ReceptorResearch, Division of Gastroenterology and Hepatology, Medical University Graz, Graz, Austria

3 Department of Molecular and Clinical Medicine, University of Gothenburg and Sahlgrenska University Hospital, Gothenburg, Sweden

4 OMICS Center Graz, Graz, Austria

5 BioTechMed-Graz, Graz, Austria

Robust Comparison of Simultaneous EEG Recordings Using Kalman Filters and Gaussian Mixture Models

Niels VON STEIN¹, Jonas SCHULTE-COERNE¹, Stephan M. JONAS² and Ekaterina KUTAFINA¹

1 Department of Medical Informatics, RWTH Aachen University, Germany

2 Department of Informatics, Technical University of Munich, Germany

Application of Named Entity Recognition Methods to Extract Information from Echocardiography Reports

Szabolcs SZEKÉR¹, György FOGARASSY², Károly MACHALIK¹ and Ágnes VATHY-FOGARASSY¹

1 Department of Computer Science and Systems Technology, University of Pannonia, Hungary

2 State Hospital of Cardiology, Hungary

Session Chairs:
Jürgen Holm, Bern University of Applied Sciences, Biel, Switzerland
Stefan Sauermann, University of Applied Sciences Technikum Wien

Development of a National Roadmap for Electronic Prescribing Implementation

Hamidreza DEHGHAN¹, Saeid ESLAMI¹, Seyed Hadi GHASEMI¹, Mohammad JAHANGIRI¹, Kambiz BAHAADINBEIGY², Khalil KIMIAFAR¹, Mahdi AGHABAGHERI³, Seyedeh Mahdieh NAMAYANDEH³ and Mahdi SARGOLZAEI¹

1 Mashhad University of Medical Sciences, Mashhad, Iran

2 Kerman University of Medical Sciences, Kerman, Iran

3 Shahid Sadoughi University of Medical Sciences, Yazd, Iran

Design and Evaluation of a Smart Medication Recommendation System for the Electronic Prescription

Seyed Hadi GHASEMI¹, Kobra ETMINANI¹, Hamidreza DEHGHAN¹, Saeid ESLAMI¹, Mohammad Reza HASIBIAN¹, Hasan VAKILI ARKI¹, Mohammad Reza SABERI¹, Mahdi AGHABAGHERI² and Seyedeh Mahdieh NAMAYANDEH²

1 Department of Medical Informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran

2 Shahid Sadoughi University of Medical Sciences, Yazd, Iran

Session Chairs:
Walter Gall, Medical University of Vienna, Austria
Mark Scase, De Montfort University, Leicester, UK

Use of ICPC-2 – Current Status, Strengths and Weaknesses of the System

Karin MESSER-MISAK¹

1 Fachhochschule Joanneum, Institut of eHealth, Graz, Austria

Exploratory Analysis of Motion Tracking Data in the Rehabilitation Process of Geriatric Trauma Patients

Amelie ALTENBUCHNER¹, Sonja HAUG¹ and Karsten WEBER¹

1 Institut für Sozialforschung und Technikfolgenabschätzung (IST), Ostbayerische Technische Hochschule Regensburg (OTH), Germany

Requirements for a Telemedicine Center to Monitor LVAD Patients

Nils REISS¹, Kirby Kristin WEGNER¹, Jan-Dirk HOFFMANN¹, Sebastian SCHULTE EISTRUP¹, Udo BOEKEN², Michiel MORSHUIS³ and Thomas SCHMIDT¹

1 Schüchtermann-Klinik Bad Rothenfelde, Bad Rothenfelde, Germany

2 Universitätsklinik Düsseldorf, Düsseldorf, Germany

3 Herz-und Diabeteszentrum NRW, Bad Oeynhausen, Germany

Empowering Diabetes Patients with Interventions Based on Behaviour Change Techniques

Oliver JUNG¹, Dietmar GLACHS¹, Felix STROHMEIER¹, Robert MULRENIN¹, Sasja HUISMAN², Ian SMITH², Hilde van KEULEN³, Jacob SONT² and Manuela PLOESSNIG¹

1 Salzburg Research Forschungsgesellschaft mbH, Salzburg, Austria

2 Leids Universitair Medisch Centrum, Leiden, The Netherlands

3 Netherlands Organization for Applied Scientific Research (Department Child Health), The Hague, The Netherlands

Topics for Continuous Education in Nursing Informatics: Results of a Survey Among 280 Austrian Nurses

Elske AMMENWERTH¹ and Werner O. HACKL¹

1 Institute of Medical Informatics, UMIT – University for Health Sciences, Medical Informatics and Technology, Hall in Tirol, Austria

Pre-navigation via Interactive Audio Tactile Maps to Promote the Wellbeing of Visually Impaired People

Mark SCASE¹, Ed GRIFFIN² and Lorenzo PICINALI³

1 Division of Psychology, De Montfort University, Leicester, UK

2 School of Nursing and Midwifery, De Montfort University, Leicester, UK

3 Dyson School of Design Engineering, Imperial College London, London, UK

Socially Assistive Robots (SAR) in In-Patient Care for the Elderly

Johannes KRIEGEL^1,2, Victoria GRABNER³, Linda TUTTLE-WEIDINGER² and Irmtraud EHRENMÜLLER²

1 Institute for Management and Economics in Healthcare, UMIT – University for Health Sciences, Medical Informatics & Technology, 6060 Hall i.T., Austria

2 Department Gesundheits-Sozial- und Public Management, Fachhochschule Oberösterreich, Linz, Austria

3 Alten- und Pflegeheime der Kreuzschwestern GmbH, Sierning, Austria

Is Regular Re-Training of a Predictive Delirium Model Necessary after Deployment in Routine Care?

Sai Pavan Kumar VEERANKI¹, Diether KRAMER², Dieter HAYN¹, Stefanie JAUK³, Alphons EGGERTH¹, Franz QUEHENBERGER⁴, Werner LEODOLTER² and Günter SCHREIER¹

1 AIT Austrian Institute of Technology, Graz, Austria

2 Steiermärkische Krankenanstaltengesellschaft m.b.H. (KAGes), Graz, Austria

3 CBmed, Graz, Austria

4 Institute for Medical Informatics, Statistics and Documentation, Medical University of Graz, Austria

Photographic LVAD Driveline Wound Infection Recognition Using Deep Learning

Noël LÜNEBURG¹, Nils REISS², Christina FELDMANN³, Pim van der MEULEN¹, Michiel van de STEEG¹, Thomas SCHMIDT², Regina WENDL³ and Sybren JANSEN¹

1 Target Holding, Groningen, The Netherlands

2 Schüchtermann-Schiller’sche Kliniken, Bad Rothenfelde, Germany

3 Hannover Medical School, Department for Cardiothoracic, Transplantation and Vascular Surgery, Hannover, Germany

Improving Information About Private Consultants Through Data Linkage

Melanie ZECHMEISTER¹ and Florian ENDEL¹

1 DEXHELPP, Vienna, Austria

Performance of Hospitals in Protecting the Confidentiality and Information Security of Patients in Health Information Departments

Abbas SHEIKHTAHERI¹, Nasim HASHEMI² and Niyoosha-sadat HASHEMI³

1 Health Management and Economics Research Center, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran

2 Iranian Social Security Organization, Tehran, Iran

3 Student, Islamic Azad University, Tehran North Branch, Tehran, Iran

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

Alphons EGGERTH^1,2, Dieter HAYN¹, Karl KREINER¹, Sai VEERANKI^1,2, Heimo TRANINGER³, Robert MODRE-OSPRIAN¹ and Günter SCHREIER^1,2

1 AIT Austrian Institute of Technology GmbH, Graz, Austria

2 Graz University of Technology, Graz, Austria

3 ZARG Zentrum für ambulante Rehabilitation GmbH, Graz, Austria

eHealth Service for Integrated Care and Outpatient Rehabilitation – Pilot Application of the Tyrol Stroke Pathway

Kristina REITER^1,4, Julia RUNGE², Stefan WELTE¹, Theresa GELEY³, Clemens RISSBACHER² and Peter KASTNER¹

1 AIT Austrian Institute of Technology GmbH, Graz, Austria

2 Landesinstitut für Integrierte Versorgung, Tirol Kliniken GmbH, Innsbruck, Austria

3 Tyrolean Health Fund, Tyrolean Government, Innsbruck, Austria

4 University of Applied Sciences FH Joanneum, Graz, Austria

Session Chairs:
Jürgen Holm, Bern University of Applied Sciences, Biel, Switzerland
Stefan Sauermann, University of Applied Sciences Technikum Wien

Expressing Patient Selection Criteria Based on HL7 V3 Templates Within the Open-Source Tool ART-DECOR

Simon OTT¹, Christoph RINNER¹ and Georg DUFTSCHMID¹

1 Section for Medical Information Management, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Austria

Predictive Modelling and its Visualization for Telehealth Data – Concept and Implementation of an Interactive Viewer

Michael SAMS^1,2, Alphons EGGERTH^1,2, Dieter HAYN¹, Sai VEERANKI^1,2 and Günter SCHREIER^1,2

1 AIT Austrian Institute of Technology, Graz, Austria

2 Institute of Neural Engineering, Graz University of Technology, Graz, Austria