dHealth 2019

Conference Proceedings

Health Informatics Meets Digital Health

Dieter Hayn1, Alphons Eggerth1,2, Günter Schreier1,2

1 AIT Austrian Institute of Technology, Austria

2 Graz University of Technology, Austria

Scientific Papers

Design & Evaluation of User Interfaces and Patient Centered Solutions

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

Electronic Health/Medical/Patient Records

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

Machine Learning in Healthcare

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 JAUK1,2, 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

Biomedical Data Analytics

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. WEINBERGER1,3, 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 JUNGWIRTH1,2,4,5, Katrin PANZITT2, Hanns-Ulrich MARSCHALL3, Martin WAGNER2,4,5 and Gerhard G. THALLINGER1,4,5

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

Finalists Student Competition - Best PhD Paper

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

Posters

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 KRIEGEL1,2, 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 EGGERTH1,2, Dieter HAYN1, Karl KREINER1, Sai VEERANKI1,2, Heimo TRANINGER3, Robert MODRE-OSPRIAN1 and Günter SCHREIER1,2

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 REITER1,4, 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

Finalists Student Competition - Best MSc Paper

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 SAMS1,2, Alphons EGGERTH1,2, Dieter HAYN1, Sai VEERANKI1,2 and Günter SCHREIER1,2

1 AIT Austrian Institute of Technology, Graz, Austria

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